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          Research Associate (Data Scientist) - Singapore University of Technology and Design - Changi      Cache   Translate Page   Web Page Cache   
Vue.js and d3.js do the heavy lifting on the frontend, while our backend software is mostly written in node.js and R (tidyverse)....
From Singapore University of Technology and Design - Mon, 23 Jul 2018 05:21:57 GMT - View all Changi jobs
          How Edge Computing Gives You an Edge Over Cloud Computing      Cache   Translate Page   Web Page Cache   

Edge computing is a term that’s regularly coming up in technology conversations, and being touted as the next big thing after cloud computing. There might be a great deal of truth to that given the fact that a MarketsandMarkets report forecasts edge computing to grow at a CAGR of 35%, and reach $6.72 billion USD by 2022.

So, what exactly is edge computing?

Research firm IDC describes edge computing as a “mesh network of micro data centers that process or store critical data locally and push all received data to a central data center or cloud storage repository, in a footprint of less than 100 square feet”.

Basically, it’s processing data at the edge of a network, at or near the point of origin. This ‘micro data center’ could be a sensor device itself or a device with predefined computational powers that will locally process time-sensitive data and relay it back into the system. The rest of the data is then moved to the cloud for further processing.

How is it better than cloud computing?

Edge computing brings in certain distinct benefits over cloud computing, but that requires us to first acknowledge the rising importance of IoT across industries.

IoT demands a complete ecosystem of connected sensors and devices that are continuously gathering a massive volume of data. Giving this data a round-trip to the cloud/central data centre is slow and costly. What follows is where edge computing has an ‘edge’ over cloud computing.

No Latency

Sending and receiving data from the cloud, especially when data centres are physically located miles apart, can be slow. Not for us, but definitely slow for enterprises whose businesses run on the speed of data processing.

With IoT, real-time data processing has become a requirement. Sensors monitoring manufacturing lines, or cars navigating via GPS and sensor data, need to process information in real-time to be able to correctly respond to situations. And hence, waiting for the data to get back from the cloud is not a feasible option.

With edge computing, critical data is processed near to these IoT devices. This eliminates latency issues and vastly improves response rates across enterprise operations.

Cost Savings

It’s predicted that by 2020, there will be over 50 billion IoT devices collecting more than 1.44 billion data points per plant, per day. First up, that is a massive amount of data to be transferred over the network, leading to increased loads. Secondly, even if it’s done, it will be hugely expensive for businesses. There will be the cost of acquiring additional bandwidth to transfer this volume of data. Add to that the fact that they have to increase investments in load balancing and frequent maintenance of the network and data centres.

With edge computing, on the other hand, the majority of the time-sensitive data is processed locally, and relayed back to the IoT devices for further action. That leaves a manageable amount of data that needs to be transferred to the cloud, and hence does not demand huge expenditure.

Reliability

With data travelling long distances to reach the cloud, there are high chances of data getting corrupted. This can cause data loss, system crashes, and also financial loss due to incorrect data processing.

In the case of edge computing, the path from an IoT device to micro data centre is extremely short. This ensures that there is a slim-to-none chance of data corruption, or network jitters to cause data packets to reach unevenly. The data transmission is reliable and hence the data processing and insights are also more reliable.

Security

Edge computing gives businesses the option of not just locally processing, but also locally storing sensitive data. This is definitely a step beyond having to store data in public or hybrid clouds where it is slightly more prone to security risks.

Because edge computing capabilities are always close to the data source, they are almost always within premises controlled by the enterprises themselves. This means they can build and deploy custom security measures as per their standards of compliance.

Will edge computing replace cloud computing?

While edge computing definitely has its upside, one must remember that it’s a network of ‘micro’ data centres. They are great for processing time-sensitive data or storing critical data; but that is only a portion of the data being produced by enterprises. There’s still a huge amount of data that needs to be stored and processed at normal speeds. And there’s nothing better than cloud computing to achieve that.

So no, cloud computing will definitely not be replaced by edge computing. What will happen, though, is that both these methods will become indispensable and complementary parts of an enterprise data strategy. So it is advisable for businesses to start understanding and investing in building edge computing capabilities, so they get a headstart in the game.

Author Bio Sriram Sitaraman: Practice Head for Analytics and Data Science at Srijan Technologies. With over 20 years of experience in designing and delivering innovative business solutions, Sriram leverages his expertise in machine learning, statistical modelling, and business intelligence to enable digital transformation in industries as diverse as healthcare, manufacturing, retail, banking, and more.


          Scientifiques des données juniors / Junior Data Scientists - ML et AI, OSS Business Exploration - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
The Montreal Business Area Digital Services (BDGS) Solution Area (SA) Operations and Support Subsystem (OSS) Business Exploration team proposes and executes on...
From Ericsson - Mon, 16 Jul 2018 19:23:48 GMT - View all Montréal, QC jobs
          Principal Software Engineer- Java/BigData      Cache   Translate Page   Web Page Cache   
MA-Boston, job summary: Seeking a highly motivated Principal Software Engineer - Java to participate in the engineering of automated media decision platform for advertisers utilizing numerous technologies in AWS. If you have a passion for working with large data (Petabytes) and millions of transactions per second, this is the job for you!!! vision is to make marketing better using data science. The world's t
          Director Data Science (Insights & Analytics) - US Foods - Chicago, IL      Cache   Translate Page   Web Page Cache   
Excellent business acumen. Business Strategy and Analytics. Experience developing models, monitoring them in production, and measuring their business impact....
From US Foods - Thu, 09 Aug 2018 08:42:46 GMT - View all Chicago, IL jobs
          Data Scientist in Food Animal Biology and Production Systems - University of Minnesota - Minneapolis-Saint Paul, MN      Cache   Translate Page   Web Page Cache   
Design and assist in the development of apps with easy to use interfaces that aggregate data from micro to macro scales for decision-making involving animal...
From University of Minnesota - Thu, 12 Jul 2018 23:47:18 GMT - View all Minneapolis-Saint Paul, MN jobs
          Data Scientist - Wade & Wendy - New York, NY      Cache   Translate Page   Web Page Cache   
Our team is backed by Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make the...
From Wade & Wendy - Tue, 05 Jun 2018 16:15:49 GMT - View all New York, NY jobs
          Innovation Developer - TeamSoft - Sun Prairie, WI      Cache   Translate Page   Web Page Cache   
Are you interested in topics like machine learning, IoT, Big data, data science, data analysis, satellite imagery or mobile telematics?...
From Dice - Thu, 19 Jul 2018 08:35:55 GMT - View all Sun Prairie, WI jobs
          Research Associate (Data Scientist) - Singapore University of Technology and Design - Changi      Cache   Translate Page   Web Page Cache   
Vue.js and d3.js do the heavy lifting on the frontend, while our backend software is mostly written in node.js and R (tidyverse)....
From Singapore University of Technology and Design - Mon, 23 Jul 2018 05:21:57 GMT - View all Changi jobs
          #Solar Stocks: Aurora (TSXV: $ACU.V) (OTCBB: $AACTF) Signs Five Monthly Subscription Licenses for Insight(TM) and Announces Leadership Changes      Cache   Translate Page   Web Page Cache   
North Vancouver, British Columbia - August 9, 2018 (Newsfile Corp.) (Investorideas.com Newswire) Aurora Solar Technologies Inc. (TSXV: ACU) (OTCBB: AACTF) (FSE: A82) ("Aurora")("Company") is pleased to announce an order for five monthly subscription licenses for InsightTM, Aurora's novel "data science" product that, using solar cell production line measurements, provides manufacturers with previously unattainable information for increasing yield and efficiency.
          Job for Associate Manager in Safety Operations at IQVIA      Cache   Translate Page   Web Page Cache   

IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward.

Post : Associate Manager, Safety Operations


          Scientifiques des données / Data Scientists - Expérimenté/Experienced & Senior - ML & AI, Montr - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
****ENGLISH JOB DESCRIPTION TO FOLLOW*** Présentation d’Ericsson : Ericsson est le premier fournisseur mondial de technologies et de services de...
From Ericsson - Wed, 20 Jun 2018 13:15:34 GMT - View all Montréal, QC jobs
          Data Engineer - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
5+ years of relevant experience in a data science, business analytics, business intelligence or comparable data engineering role, including data warehousing and...
From Amazon.com - Tue, 19 Jun 2018 19:20:02 GMT - View all Seattle, WA jobs
          Data Scientist / Operations Research Engineer - Advanced Micro Devices, Inc. - Austin, TX      Cache   Translate Page   Web Page Cache   
Work closely with the business units to identify Machine Learning applications, define the strategic and tactical needs and drive the appropriate business...
From Advanced Micro Devices, Inc. - Thu, 12 Jul 2018 07:32:54 GMT - View all Austin, TX jobs
          PHP Software Engineer - Code Pilot - Montréal, QC      Cache   Translate Page   Web Page Cache   
----------- Who we are: ----------- We are Code Pilot, a data science company with the mission to change the hiring process. An engineer should be judged on...
From Code Pilot - Thu, 09 Aug 2018 22:12:25 GMT - View all Montréal, QC jobs
          PHP Software Engineer - Code Pilot - Vancouver, BC      Cache   Translate Page   Web Page Cache   
----------- Who we are: ----------- We are Code Pilot, a data science company with the mission to change the hiring process. An engineer should be judged on...
From Code Pilot - Thu, 09 Aug 2018 22:12:25 GMT - View all Vancouver, BC jobs
          Full Stack Software Engineer - Code Pilot - Vancouver, BC      Cache   Translate Page   Web Page Cache   
----------- Who we are: ----------- We are Code Pilot, a data science company with the mission to change the hiring process. An engineer should be judged on...
From Code Pilot - Thu, 09 Aug 2018 22:12:25 GMT - View all Vancouver, BC jobs
          Full Stack Software Engineer - Code Pilot - Toronto, ON      Cache   Translate Page   Web Page Cache   
----------- Who we are: ----------- We are Code Pilot, a data science company with the mission to change the hiring process. An engineer should be judged on...
From Code Pilot - Thu, 09 Aug 2018 22:12:25 GMT - View all Toronto, ON jobs
          Full Stack Software Engineer - Code Pilot - Montréal, QC      Cache   Translate Page   Web Page Cache   
----------- Who we are: ----------- We are Code Pilot, a data science company with the mission to change the hiring process. An engineer should be judged on...
From Code Pilot - Thu, 09 Aug 2018 22:12:25 GMT - View all Montréal, QC jobs
          PHP Software Engineer - Code Pilot - Toronto, ON      Cache   Translate Page   Web Page Cache   
----------- Who we are: ----------- We are Code Pilot, a data science company with the mission to change the hiring process. An engineer should be judged on...
From Code Pilot - Thu, 09 Aug 2018 22:12:24 GMT - View all Toronto, ON jobs
          Business Data Analyst/ Junior Data Scientist - HARMAN International - Richardson, TX      Cache   Translate Page   Web Page Cache   
HARMAN is an Equal Opportunity /Affirmative Action employer. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and...
From Harman International - Fri, 03 Aug 2018 23:33:31 GMT - View all Richardson, TX jobs
          Scientifiques des données / Data Scientists - Expérimenté/Experienced & Senior - ML & AI, Montr - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
Ability to build and nurture internal and external communities. BS, MS, or PhD in Computer Science, Computer Engineering, Mathematics, Physics, Economics, or...
From Ericsson - Wed, 20 Jun 2018 13:15:34 GMT - View all Montréal, QC jobs
          Vice President, Data Science - Machine Learning - Wunderman - Dallas, TX      Cache   Translate Page   Web Page Cache   
Goldman Sachs, Microsoft, Citibank, Coca-Cola, Ford, Pfizer, Adidas, United Airlines and leading regional brands are among our clients....
From Wunderman - Thu, 26 Apr 2018 16:49:34 GMT - View all Dallas, TX jobs
          Three Simple Worrying Stats Problems      Cache   Translate Page   Web Page Cache   

In this guest post, Sean Owen, writes about three data situations that provide ambiguous results and how causation helps clarifies the interpretation of data. A version of this post previously appeared on Quora. Domino would like to extend special thanks to Sean for updating the Quora post for our blog and adding a Domino project. […]

The post Three Simple Worrying Stats Problems appeared first on Data Science Blog by Domino.


          Data Engineer - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
5+ years of relevant experience in a data science, business analytics, business intelligence or comparable data engineering role, including data warehousing and...
From Amazon.com - Tue, 19 Jun 2018 19:20:02 GMT - View all Seattle, WA jobs
          Data Scientist / Operations Research Engineer - Advanced Micro Devices, Inc. - Austin, TX      Cache   Translate Page   Web Page Cache   
Work closely with the business units to identify Machine Learning applications, define the strategic and tactical needs and drive the appropriate business...
From Advanced Micro Devices, Inc. - Thu, 12 Jul 2018 07:32:54 GMT - View all Austin, TX jobs
          Scientifiques des données / Data Scientists - Expérimenté/Experienced & Senior - ML & AI, Montr - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
Our offerings include services, consulting, software and infrastructure within Information and Communications Technology....
From Ericsson - Wed, 20 Jun 2018 13:15:34 GMT - View all Montréal, QC jobs
          Scientifiques des données / Data Scientists - Expérimenté/Experienced & Senior - ML & AI, Montr - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
En tant qu'employé d'Ericsson, vous pourrez voir « grand » et recevrez le soutien nécessaire pour que vos idées deviennent réalité....
From Ericsson - Wed, 20 Jun 2018 13:15:34 GMT - View all Montréal, QC jobs
          (Junior) Data Scientist - Business Development (m/f) - Munich, Germany in München      Cache   Translate Page   Web Page Cache   
Westwing Group GmbH
The Westwing mission is to inspire and make every home a beautiful home. We are on a quest to bring the wonders of eCommerce for home & living to our more than 1,000,000 customers in 11 countries. In less than 7 years...
          E729: Founder Richard Craib shares his A.I. hedge fund Numerai, built with an anonymous network of 15,000 (& counting) data scientists, encryption, the blockchain, his own currency to reward collaboration, and a mission to manage the world’s money      Cache   Translate Page   Web Page Cache   
none
          Principal Data Scientist - Rio Tinto - Montréal, QC      Cache   Translate Page   Web Page Cache   
Python (Sci-kit Learn, numpy, pandas, Tensorflow, Keras), R, Matlab, SQL. Scientifique principal des données — Montréal....
From Rio Tinto - Wed, 01 Aug 2018 11:02:26 GMT - View all Montréal, QC jobs
          Lead Software Engineer, AI/data science - IVADO Labs - Montréal, QC      Cache   Translate Page   Web Page Cache   
Understanding of one or more of the modern AI/data science and data manipulation programming languages/libraries (e.g., Python, Scikit-Learn, Pandas, etc.)....
From IVADO Labs - Sat, 07 Jul 2018 03:11:55 GMT - View all Montréal, QC jobs
          Data Scientists / AI & Machine Learning Engineer - IVADO Labs - Montréal, QC      Cache   Translate Page   Web Page Cache   
Experience implementing AI/data science algorithms using one or more of the modern programming languages/frameworks (e.g., Python, Pandas, Scikit-learn,...
From IVADO Labs - Sat, 05 May 2018 03:10:45 GMT - View all Montréal, QC jobs
          Software Engineer/Full Stack Developer - IVADO Labs - Montréal, QC      Cache   Translate Page   Web Page Cache   
Understanding of one or more of the modern AI/data science and data manipulation programming languages/libraries (e.g., Python, Scikit-Learn, Pandas, etc.)....
From IVADO Labs - Sat, 05 May 2018 03:10:42 GMT - View all Montréal, QC jobs
          E634: Hadley Wickham, RStudio Chief Scientist & open source pioneer, on breakthroughs in data science, visualization, statistics & the biggest philosophical questions facing humanity      Cache   Translate Page   Web Page Cache   
none
          Savings & Policyholder Behavior Expert - (F/H) (1800064X)      Cache   Translate Page   Web Page Cache   
Would you like to wake up every day driven and inspired by our noble mission and to work together as one global team to empower people to live a better life? Here at AXA we strive to lead the transformation of our industry. We are looking for talented individuals who come from varied backgrounds, think differently and want to be part of this exciting transformation by challenging the status quo so we can push AXA - a leading global brand and one of the most innovative companies in our industry - onto even greater things. In a fast-evolving world and with a presence in 62 countries, our 160,000 employees and exclusive distributors anticipate change to offer services and solutions tailored to the current and future needs of our 105 million customers. The headquarters of the AXA Group, based in Paris 8th, brings together the Group's corporate activities. It coordinates the various entities with the Group's strategy, and is responsible for managing international projects. Direction Presentation: The AXA Group Risk Management (GRM) brings together high level and multidisciplinary staff with engineers, actuaries, data scientists and financials split between Paris, Zurich and Madrid. Its main missions are focused on the following key areas: . Analyze, model and aggregate the Group's risks (economic capital and emergence of economic value), . Define the process enabling to limit the undertaken risks (assets accumulation, longevity, natural catastrophe...) . Optimize the Group's protection (reinsurance, securitization, etc.). Primary mission: As part of the new Solvency II regulation, AXA has developed its own internal model for the calculation of the economic capital. The GRM Life, Savings and Health team is responsible for the developments linked to the Life risks (Mortality, Longevity, Lapses, etc.) and works continuously on the model's improvements and on the quantification of these risks. The candidate will join the Savings team whose mission consists in piloting and managing the risks linked to the Savings business which is one of the main contributor to AXA revenue. The team directly reports to the Group's Life, Savings and Health Chief Risk Officer. As a Risk Manager, the Savings & Policyholder Behavior Expert is both an active controller of local teams' activities and a business partner. He/she is in charge of providing methods, models, metrics and tools to help AXA measuring the risks it is exposed to, and orientates its strategy. Within the team, the Savings & Policyholder Behavior Expert pilots and manages risks such as lapses and customer behaviors (annuity election, fund switch, ...) which can also be correlated with market risks (equity or interest rate risks). The current development of Big Data techniques is a unique opportunity to benchmark traditional actuarial methods with more advanced predictive behavior models using granular policyholder data, to improve product pricing, ALM strategies, and better understand key risks for the company. Core activities: . Be responsible for the internal model methodology for Lapses, Other Customer Behavior and its deployment within the entities. He/she is in charge of the interactions with regulators and auditors regarding these risks, . Participate to the In-Depth-Reviews (IDR) of entities, with a focus on Savings product pricing and profitability, best estimate assumptions and the writing of a report for the Group's Top Management including alerts and recommendations, . Contribute to the Product Approval Process (PAP), which is the standard process followed for each new product launch, through the writing of second opinions on entities' Savings products across the Group, . Contribute to spreading risk culture for Life insurance business.
          Longevity Risk Analyst - (F/H) (1800064V)      Cache   Translate Page   Web Page Cache   
Would you like to wake up every day driven and inspired by our noble mission and to work together as one global team to empower people to live a better life? Here at AXA we strive to lead the transformation of our industry. We are looking for talented individuals who come from varied backgrounds, think differently and want to be part of this exciting transformation by challenging the status quo so we can push AXA - a leading global brand and one of the most innovative companies in our industry - onto even greater things. In a fast-evolving world and with a presence in 62 countries, our 160,000 employees and exclusive distributors anticipate change to offer services and solutions tailored to the current and future needs of our 105 million customers. The headquarters of the AXA Group, based in Paris 8th, bring together the Group's corporate activities. It coordinates the various entities with the Group's strategy, and is responsible for managing international projects. Direction Presentation: AXA Group Risk Management (GRM) brings together high level and multidisciplinary staff with engineers, actuaries, data scientists and financials split between Paris, Zurich, Madrid and the US. Its mains missions are focused on the following key areas: . Analyze, model and aggregate the Group's risks (economic capital and emergence of economic value), . Define the process enabling to limit the undertaken risks (assets accumulation, longevity, natural catastrophe...) . Optimize the Group's protection (reinsurance, securitization, etc.). Primary mission: As part of Solvency II regulation, AXA has developed its own internal model for the calculation of the economic capital. GRM Life team is responsible for the developments linked to the Life risks (Mortality, Longevity, etc.) and works continuously on the model's improvement and on the quantification of these risks. The Retirement & Pension Funds team's missions consist in piloting and managing the risks linked to the Retirement & Pension Funds businesses which come with Longevity risk, which is one of the main Life risks the AXA Group is exposed to. The team directly reports to the Group's Life, Savings and Health Chief Risk Officer. Within the team, two Longevity risk analysts pilot and manage the Longevity risk. As Risk Managers, the Longevity risk analysts are both active controllers of local teams' activities and business partners. They are in charge of providing methods, models, metrics and tools to help AXA measure the risks it is exposed to, choose which risks to keep or cede, and orientate its strategy. Core activities: . Be responsible for the internal model methodology for the Longevity risk and ensure its deployment within the entities, improve the Group's Longevity modeling. He/she is in charge of the interactions with regulators and auditors regarding this risk, . Contribute to the production of longevity scenarios to assess entities' and the AXA Group's exposure to Longevity risk, . Provide a second opinion on entities' products exposed to Longevity risk across the Group, . Provide a second opinion on Longevity risk transfer initiatives (e.g. longevity swaps), . Contribute to In-Depth-Reviews (IDR) for businesses with a predominant Longevity risk (Retirement & Pension Funds) with a focus on pricing and best estimate assumptions and their link with Underwriting and Claims management and the writing of a report for the Group's Top Management including alerts and recommendations, . Contribute to spreading the risk culture for Life insurance business by supporting entities on technical topics related to the Longevity risk (training on the internal model tool, best estimate setting, etc) . Keep track of academic progress on the modeling of Longevity.
          Scientifiques des données / Data Scientists - Expérimenté/Experienced & Senior - ML & AI, Montr - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
As an Ericsson employee, you will have freedom to think big and the support to turn ideas into achievements....
From Ericsson - Wed, 20 Jun 2018 13:15:34 GMT - View all Montréal, QC jobs
          Data Scientist - JDC Group - Franklin, TN      Cache   Translate Page   Web Page Cache   
About JDC Group. JDC Group is a technology recruiting and staffing company based in Atlanta, Georgia. Our client is made up of a richly diverse group of...
From JDC Group - Thu, 19 Jul 2018 04:08:38 GMT - View all Franklin, TN jobs
          Business Data Analyst/ Junior Data Scientist - HARMAN International - Richardson, TX      Cache   Translate Page   Web Page Cache   
HARMAN is an Equal Opportunity /Affirmative Action employer. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and...
From Harman International - Fri, 03 Aug 2018 23:33:31 GMT - View all Richardson, TX jobs
          Sr. Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Virtual machine switching); Large scale distributed systems, real-time data analysis, machine learning, windows internals (networking stack and other OS...
From Microsoft - Thu, 09 Aug 2018 04:41:50 GMT - View all Redmond, WA jobs
          Software Development Engineer - Video Advertising (Data Science & Analytics) - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
As a founding team member, you’ll contribute to crucial choices regarding technology selection and architecture....
From Amazon.com - Thu, 02 Aug 2018 07:20:18 GMT - View all Seattle, WA jobs
          Data Scientist Associate - Montreal AI Accelerator, powered by Techstars - Techstars - Montréal, QC      Cache   Translate Page   Web Page Cache   
Vous devez aussi être à l’aise avec la programmation serveur que celle de l’interface, comprenez comment développer, déployer et opérer un système “full stack....
From Techstars - Wed, 11 Jul 2018 17:49:02 GMT - View all Montréal, QC jobs
          Best Data Science Training Institute in BTM Bangalore-Ascent       Cache   Translate Page   Web Page Cache   
Best Data Science Training Institute in BTM Layout, software training Institute in Bangalore, Job Oriented real time software training Institute in Bangalore for make your career with Ascent Technologies.Call for free demo today - 9035752162 or visit us our website.
          Data Scientist - Wade & Wendy - New York, NY      Cache   Translate Page   Web Page Cache   
Our team is backed by Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make the...
From Wade & Wendy - Tue, 05 Jun 2018 16:15:49 GMT - View all New York, NY jobs
          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Data Scientist - Wade & Wendy - New York, NY      Cache   Translate Page   Web Page Cache   
Our team is backed by Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make the...
From Wade & Wendy - Tue, 05 Jun 2018 16:15:49 GMT - View all New York, NY jobs
          Director, IT Data Management      Cache   Translate Page   Web Page Cache   
OK-Oklahoma City, CompSource Mutual is seeking a IT Director of Data Management who develops the company’s data management strategy. The director will build and provide data warehouse and data marts for delivery of reports, dashboards, analytics, self-service BI, and predictive analytics. The director will build and provide platforms to enable data science capabilities while establishing processes and policies to p
          Principal Market Validation Specialist - PTC - Needham, MA      Cache   Translate Page   Web Page Cache   
Advance knowledge and experience with Machine Learning / Data Science / Analytics. Customer Satisfaction focus, both internal and external, with strong...
From PTC - Wed, 16 May 2018 14:29:21 GMT - View all Needham, MA jobs
          Major Players: Lead Data Scientist      Cache   Translate Page   Web Page Cache   
£50000.00 - £70000 per annum + Amazing Benefits: Major Players: LEAD DATA SCIENTISTBig Data & Analytics £ 50,000 - £ 70,000 per yearLead Data Scientist - London£50,000 - £70,000 + benefits Reporting into Managing D London
          Data Scientist / Algorithm Developer - Myant - Etobicoke, ON      Cache   Translate Page   Web Page Cache   
A Master’s or PhD degree in computer engineering, computer science, biomedical engineering, electrical engineering, physics, mathematics, or a related field....
From Myant - Thu, 09 Aug 2018 23:34:39 GMT - View all Etobicoke, ON jobs
          Sr. Data Scientist - Canadian Tire Corporation - Toronto, ON      Cache   Translate Page   Web Page Cache   
Genuinely passionate about the transformative power of customer data and our role as the “voice” of our customers, we relentlessly push the boundaries of data...
From Canadian Tire - Tue, 24 Jul 2018 17:27:54 GMT - View all Toronto, ON jobs
          Business Data Analyst/ Junior Data Scientist - HARMAN International - Richardson, TX      Cache   Translate Page   Web Page Cache   
HARMAN is an Equal Opportunity /Affirmative Action employer. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and...
From Harman International - Fri, 03 Aug 2018 23:33:31 GMT - View all Richardson, TX jobs
          EMEC provides metocean data for innovation challenge      Cache   Translate Page   Web Page Cache   

The European Marine Energy Centre announced it has provided a series of metocean data sets to be used in a new Scottish open innovation competition, in a bid to stimulate creative thinking and data science to design new data products for the benefit of the marine environment, communities and economy.

The post EMEC provides metocean data for innovation challenge appeared first on SAFETY4SEA.


          Architecte Big Data (H/F) - Thales - Vélizy-Villacoublay      Cache   Translate Page   Web Page Cache   
CE QUE NOUS POUVONS ACCOMPLIR ENSEMBLE : L e Centre de Compétences Data Storage est spécialisé dans la conception d'architecture BigData. Au sein de ce centre de compétences, vous êtes impliqués dans des projets pour nos clients. Accompagné par nos Data Engineer et Data Scientist, vous concevez et développez pour nos clients Grand Comptes (Télécom, Services, Energie, Bancaire, Défense...) des systèmes innovants de stockage et de traitement de l'information dans un contexte Agile et une...
          Product Owner (H/F) - Thales - Vélizy-Villacoublay      Cache   Translate Page   Web Page Cache   
CE QUE NOUS POUVONS ACCOMPLIR ENSEMBLE : Le Centre de Compétences Data Storage est spécialisé dans la conception d'architecture BigData. Au sein de ce centre de compétences, vous êtes impliqués dans des projets pour nos clients. Accompagné par nos Data Engineer et Data Scientist, vous participez à la conception de systèmes innovants de stockage et de traitement de l'information (DataLake, DataHub...) pour nos clients Grand Comptes (Télécom, Services, Energie, Bancaire, Défense...) dans...
          Faculty Member, Computer Science (Databases and Data Science) - University of Saskatchewan - Saskatoon, SK      Cache   Translate Page   Web Page Cache   
The University of Saskatchewan is located on Treaty 6 territory and homeland of the Métis and is located in Saskatoon, Saskatchewan, a city with a diverse and...
From University of Saskatchewan - Fri, 27 Jul 2018 00:18:50 GMT - View all Saskatoon, SK jobs
          Loan Risk Analysis with XGBoost and Databricks Runtime for Machine Learning      Cache   Translate Page   Web Page Cache   

For companies that make money off of interest on loans held by their customer, it’s always about increasing the bottom line. Being able to assess the risk of loan applications can save a lender the cost of holding too many risky assets. It is the data scientist’s job to run analysis on your customer data […]

The post Loan Risk Analysis with XGBoost and Databricks Runtime for Machine Learning appeared first on Databricks.


          Software Development Principal Engineer – Data Scientist - DELL - Austin, TX      Cache   Translate Page   Web Page Cache   
Learn more about Diversity and Inclusion at Dell here. Selecting features, building and optimizing classifiers using machine learning techniques....
From Dell - Sat, 07 Jul 2018 11:22:08 GMT - View all Austin, TX jobs
          Principal Market Validation Specialist - PTC - Needham, MA      Cache   Translate Page   Web Page Cache   
Advance knowledge and experience with Machine Learning / Data Science / Analytics. Customer Satisfaction focus, both internal and external, with strong...
From PTC - Wed, 16 May 2018 14:29:21 GMT - View all Needham, MA jobs
          Domino Data Labs nabs $40 mln      Cache   Translate Page   Web Page Cache   
San Francisco-based Domino Data Lab, a provider of an open data science platform, has secured $40 million in funding. Sequoia Capital and Coatue Management led the round.
          Intel hosts AI DevCon to help create AI-ready talent in India      Cache   Translate Page   Web Page Cache   
Intel India hosted the AI (Artificial Intelligence) DevCon, aimed at bringing together the top minds in data science, machine and deep learning, ...
          Data Notes: From Hate Speech to Russian Troll Tweets      Cache   Translate Page   Web Page Cache   
Welcome to Kaggle Data Notes! Enjoy these new, intriguing, and overlooked datasets and kernels. 1. 🤬 From Hate Speech to Russian Troll Tweets (link) 2. 🇰 Data Science Trends on Kaggle (link) 3. 👜Fashion AC-GAN with Keras (link) 4. 📈 (Bio)statistics in R: Part #2 (link) 5. 🛰 Segmenting Buildings in Satellite Images (link) 6. ⚽ World Cup 2018: The One That Nearly Came Home (link) 7. 🇯🇵 The Best "Izakaya" Restaurant in Kyoto (link) 8. 👹 Dataset: Russian Troll Tweets (link) 9. 📈 Dataset: Political Propaganda on Facebook ...
          SQL Server 2017 Machine Learning services with R book      Cache   Translate Page   Web Page Cache   

This blog post is slighty different, since it brings you the tittle of the book , that my dear friend Julie Koesmarno ( blog | twitter ) and I have written in and it was published in March 2018 at Packt Publishing .


SQL Server 2017 Machine Learning services with R book

Book covers the aspect of the R Machine Learning services available in Microsoft SQL Server 2017 (and 2016), how to start, handle and operationalise R code, deploy and manage your predictive models and how to bring the complete solution to your enterprise environment. Exploring the CD/CI, diving into examples supporting RevoScaleR algorithms , bringing closer the data science to database administrators and data analysts.

More specifically, content of the book is following (as noted in table of content):

1: Introduction to R and SQL Server

2: Overview of Microsoft Machine Learning Server and SQL Server

3: Managing Machine Learning Services for SQL Server 2017 and R

4: Data Exploration and Data Visualization

5: RevoScaleR Package

6: Predictive Modeling

7: Operationalizing R Code

8: Deploying, Managing, and Monitoring Database Solutions containing R Code

9: Machine Learning Services with R for DBAs

10: R and SQL Server 2016/2017 Features Extended

My dear friend, co-author and long time SQL Server community dedicated tech and data science lover, Julie and myself, we had great time working on this book, sharing the code, the ideas and collaborating on what was the great end product. Thank you, Julie.

I would also like to thank all the people involved, with their help, expertise, inspirations, people at the Packt Publishing, to Hamish Watson and also a special thanks, to you, Marlon Ribunal ( blog | twitter ), for your reviews and comments in the time of the writing and your review and to you, dear David Wentzel ( website | linkedin ) for your chapter comments and your review .

Finally, thank you Microsoft SQL Server community, SQL friends and SQL family, R community and R Consortium , and the Revolution Analytics community, gather and led by David Smith ( twitter ). Not only did this concept of R in Microsoft SQL Server, but also the intersection of technologies brought together so many beautiful people, minds and ideas, that will in future time help so many business and industries world-wide.

Much appreciated!

Book is available on Amazon or you can get your copy at the Packt .

Happy reading and coding!


          Senior Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
Identify analytical solutions for business problems. And a passion for generating business impact. Develop and maintain consultative relationships with key...
From Prudential - Wed, 11 Jul 2018 21:51:46 GMT - View all Newark, NJ jobs
          Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
And a passion for generating business impact. Develop and maintain consultative relationships with key business stakeholders....
From Prudential - Wed, 11 Jul 2018 21:49:38 GMT - View all Newark, NJ jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Seattle, WA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all Seattle, WA jobs
          Director, NLP/AI Data Scientist - KPMG - Dallas, TX      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to clients; Translate advanced business analytics problems into...
From KPMG LLP - Mon, 18 Jun 2018 08:21:19 GMT - View all Dallas, TX jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - New York, NY      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all New York, NY jobs
          Process Data Scientist ∞ (Woodbury, MN) - 3M - Woodbury, MN      Cache   Translate Page   Web Page Cache   
Provide strong understanding of internal business segment (stakeholders); Develop and implement valuable data analytics algorithms such as predictive modeling,...
From 3M - Thu, 02 Aug 2018 23:09:26 GMT - View all Woodbury, MN jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Atlanta, GA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all Atlanta, GA jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Irvine, CA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:33 GMT - View all Irvine, CA jobs
          (USA-TX-Irving) Tableau Developer      Cache   Translate Page   Web Page Cache   
**Tableau Developer in Irving, TX at Volt** # Date Posted: _8/9/2018_ # Job Snapshot + **Employee Type:** Contingent + **Location:** 2101 West John Carpenter Freeway Irving, TX + **Job Type:** Software Engineering + **Duration:** 12 weeks + **Date Posted:** 8/9/2018 + **Job ID:** 130965 + **Pay Rate** $0.0 - $32.45/Hour + **Contact Name** Volt Branch + **Phone** 919-782-7440 # Job Description Volt is working with a leading Insurance company to find motivated Tableau Developers in Irving, TX to create Tableau presentations based on discussing the needs and pain points for Business Leaders throughout this company’s enterprise. If you are interested in learning more about this position, please apply. **Are you a fit?** Do you have experience with technology development? Do you like learning about new businesses? Do you have experience/training in using data analysis and quantitative modeling techniques (e.g. statistical, optimization, demand forecasting, and simulation)? As a tableau developer, you will be creating and maintaining campaign data requirements and ad hoc databases, act as department data steward, and collaborate with IT and stakeholders to ensure continuity and consistency. # Assignment Generalities: + Work collaboratively with various business partners to develop common approaches to campaign evaluation and data collection/processing. + Develop interactive dashboards using Tableau, SQL and ETL tools to provide on-demand reporting, powerful visualizations and insights to senior leaders. + Automate data transfers and dashboard updates. + Perform proactive and ad hoc analyses ranging from identifying partner opportunities, evaluating success by assessing the contribution of other related functions which impact partnership performance. # Requirements: + Bachelor’s degree preferred (specialization in data science or quantitative field preferred) + Minimum of 3-5 years of experience in handling duties as detailed above + SQL skills are required, with experience working on at least one of Oracle, SQL server or Big Data. + Experience/training in using data analysis and quantitative modeling techniques (e.g. statistical, optimization, demand forecasting, and simulation) to answer business questions and to assess the added value of recommendations. + Experience developing dashboards and reporting using common data visualization tools within Tableau + Experience with data ETL (SQL, Alteryx, SAS) and coding using one or more statistical computer languages (R, Python, SAS.) to manipulate data and draw insights from large data sets. + Adept at presenting insights and analyses to any level of an organization. + Demonstrated ability to take the initiative, be self-driven, work across functional groups, build collaborative relationships and drive projects to closure. + Tableau Desktop Associate certification or equivalent QlikView Business Analyst certification is preferred # Volt is an equal opportunity employer. **Pay is based on experience.** In order to promote this harmony in the workplace and to obey the laws related to employment, Volt maintains a strong commitment to equal employment opportunity without unlawful regard to race, color, national origin, citizenship status, ancestry, religion (including religious dress and grooming practices), creed, sex (including pregnancy, childbirth, breastfeeding and related medical conditions), sexual orientation, gender identity, gender expression, marital or parental status, age, mental or physical disability, medical condition, genetic information, military or veteran status or any other category protected by applicable law.
          (USA-CA-San Francisco) Consultant-Marketing Analytics      Cache   Translate Page   Web Page Cache   
IQVIA is the world’s leading information, services and technology company dedicated to making healthcare perform better. We're actively hiring for Analysts, Associate Consultants, Consultants, and Senior Consultants within our Commercial Outsourcing team. Successful candidates must be willing to deploy to on-site engagements anywhere in the United States, with the location depending on business demands. Role Summary: As a Consultant, you’ll be actively participating in the development, delivery, and management of data analytics and consulting projects. These engagements may be in the areas of real-world effectiveness, market research, forecasting, product launch, business intelligence, sales operations, sales force effectiveness, multi-channel marketing, marketing operations, incentive compensation, oncology, payer/provider services, thought leadership, primary market research, and technology & applications. Job Description: Analyze secondary data and desk market research to identify key findings and trends Create and lead quantitative or qualitative analysis to support client deliverables and business decisions as they relate to QuintilesIMS data Independently create presentations for clients Attend, support and present at client meetings, independently or with senior support Manage projects and work streams of reasonable, independently or with senior support Assist in the development and writing of proposals with senior support Assist in developing detailed documentation and specifications, including business process documentation, SOPs, and client data scorecards Be able to quickly learn and work with sales and promotional data, market and epidemiology assessment, pipeline analysis and market research with senior support Develop broad knowledge of related consulting methodologies and pharmaceutical market through the delivery of consulting engagements and participation in formal and informal learning opportunities Work willingly and effectively with others in and across the organization to accomplish team goal, both internally and externally Lead projects and initiatives over Analysts and Associate Consultants with indirect oversight Skills & Experience: Strong knowledge in MS Excel, MS Access, and MS PowerPoint Strong technical skills in any of the following: SAS, Oracle SQL, R Programming, Tableau, and Excel VBA Prior working experience in any of the following: market research, marketing insights, marketing analytics, multichannel marketing, consumer marketing, branding, forecasting, statistics, predictive modeling, primary market research, technology & applications, healthcare IT, managed markets, management consulting, sales force effectiveness, sales operations, business intelligence, epidemiology, HEOR, data mining, data governance, outsourcing, offshoring, web analytics, data development and programming, and Google Analytics Prior healthcare data experience, including working knowledge of physician, patient, claims, and epidemiology data is desired, preferably QuintilesIMS data Knowledge and understanding of the fundamental processes of pharmaceutical commercial business, their interaction, and the impact of external/internal influences on decision making, growth and decline Knowledge of key issues and current developments in the pharmaceutical and healthcare industries Knowledge of professional/trade associations, key people and companies Effective communication skills, project management, and time management skills Strong capability in managing priorities so that deadlines are met while retaining consistent, high quality outcomes Ability to think creatively and strategically Demonstrate analytical, interpretative and problem-solving skills, working with large and multiple data sets to process data in the required format for the analysis Well-developed written and verbal communication skills including presentations, leading meetings, business and report-writing Qualifications: Undergraduate or Master's degree with a minimum of 2-6 years of relevant healthcare experience An avid interest in healthcare analytics and data, with an understanding of the US healthcare market Ability to follow SOPs, processes and execute effective documentation of project-related work Strong business acumen and understanding of sales & marketing business principals Project management experience Excellent communication, interpersonal and team-working skills Exceptional written, numerical and problem solving skills Adaptability and an ability to learn quickly and apply new knowledge Willingness to travel at minimum 80% overnight Willingness to relocate anywhere within the United States for client engagements ranging in length from 3 to 24 months QuintilesIMS is an Equal Opportunity Employer. We cultivate a diverse corporate culture across the 100+ countries where we operate, celebrating and rewarding teamwork and inclusiveness. By embracing our differences, we create innovative solutions that are good for QuintilesIMS, our clients, and the advancement of healthcare everywhere. \#LI-JK1 **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™. EEO Minorities/Females/Protected Veterans/Disabled
          (USA-CA-San Francisco) Consultant-Forecasting      Cache   Translate Page   Web Page Cache   
Role Summary: As a consultant in Commercial Outsourcing Services you will lead strategic efforts with client senior executives, brand teams, finance, and others to develop US and Global forecasts for branded pharmaceutical products. Deploy to onsite engagement anywhere in the United States, location dependent on business demands; all assignments involve onsite presence at client locations Manage projects and work streams of reasonable, independently or with senior support Lead projects and initiatives with indirect oversight over analysts and communication with clients Analyze secondary data and desk market research (quantitative and qualitative) to identify key findings and trends Should be able work on Market and Epidemiology Assessment, Pipeline Analysis and Market Research, Forecasting Inline and Pipeline products with senior support Create and lead quantitative or qualitative analysis to support client deliverables and issues Independently create presentations for clients; attend, support and present at client meetings, independently or with senior support Assist in developing detailed documentation and specifications, including business process documentation, SOPs, client data scorecards Work willingly and effectively with others in and across the organization to accomplish team goal, both internally and externally Develop broad knowledge of related consulting methodologies and pharmaceutical market through the delivery of consulting engagements and participation in formal and informal learning opportunities Skills & Experience: Candidates interested in joining as a Consultant should have: Knowledge and understanding of the fundamental processes of pharmaceutical commercial business, their interaction, and the impact of external/internal influences on decision making, growth and decline Knowledge of key issues and current developments in the pharmaceutical and healthcare industries Knowledge of professional/trade associations, key people and companies. Strong knowledge in MS Excel, MS Access, MS PowerPoint and working knowledge of following software is a plus Excel VBA, @Risk, Crystal Ball, Flexicast®, Spotfire, SAS, SPSS, Should be able to design and carry out S&ME patient studies: Source of Business, P&C, & Patient Flow, Market sizing and Oncology & Data marts Demonstrate analytical, interpretative and problem-solving skills Well-developed written and verbal communication skills including presentations, leading meetings, business and report writing Excellent project management capabilities so that deadlines are met while retaining consistent, high quality outcomes Ability to think creatively and strategically, and Demonstrate analytical, interpretative and problem-solving skills Prior healthcare data experience is a plus: National and sub-national data (Physician, Patient, claims and epidemiology) Prior internship, project work, and/or working experience in any of the following: forecasting, market research, epidemiology, marketing insights, marketing analytics, primary market research, multichannel marketing, consumer marketing, statistics, predictive modeling, managed markets, HEOR and data mining Qualifications: In addition to the skills and experience above, candidates interested in joining the QuintilesIMS as an Associate Consultant/Consultant should have: Undergraduate or Masters degree in life sciences/Marketing MBA with 2-8 years of relevant experience in forecasting in healthcare industry An avid interest in the healthcare analytics and data; understanding of the healthcare market in US Strong business acumen and understanding of sales & marketing business principles Excellent communication, interpersonal and team-working skills Exceptional written, numerical and problem solving skills Adaptability and an ability to learn quickly and apply new knowledge Willingness to travel at minimum 80% overnight Willingness to relocate anywhere within the United States for client engagements ranging in length from 3 to 24 months \#LI-JK1 **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™. EEO Minorities/Females/Protected Veterans/Disabled
          (USA-PA-Plymouth Meeting) Sr. Director - Regional Sales Specialist, Integrated Technology (Safety, Regulatory, Quality)      Cache   Translate Page   Web Page Cache   
**PURPOSE** IQVIA is committed to delivering a step change in strategy and operations within Regulatory, Safety, and Quality since the merger of Quintiles with imshealth. To do this, IQVIA has steadily invested in core capabilities to meet the needs of customers thoughtfully and uniquely. Furthermore, to achieve this vision, we are currently expanding our team and are looking for a highly motivated, entrepreneurial sales professional to join us on the next phase of growth in our business. This is a high profile role within IQVIA, offering substantial C-Suite visibility, and responsibility/opportunity to cement IQVIA as the leader in Regulatory, Safety, and Quality. Lastly, this role will suit someone who not only has sales experience but who has a desire for designing solutions for clients. RESPONSIBILITIES + Establish and manage an effective business development strategy to drive sales growth and generate opportunities across safety, regulatory and compliance offerings and help to position IQVIA as the market leader in this area. + Serve as overall customer relationship manager and strategic business partner responsible for developing and expanding new business opportunities with customers and working collaboratively with the various functional business units. + Maintain in-depth knowledge of all IQVIA compliance services for appropriate cross-sell opportunities. + Actively prospect and leverage potential new business opportunities within specified potential new and existing customers/accounts. + Establish and execute a comprehensive sales plan for each target account. + Cultivate strong, long-term relationships with key decision-makers within nominated Account segments and develop deep knowledge of the customer organizations. + Actively network in the industry to establish relationships and to identify potential opportunities. + Aggressively pursue awareness of competitive activities, positioning, and pricing, which includes specific reasons for awards and non-awards. + Continuously monitor the status of leads and opportunities to ensure a pipeline of opportunities is maintained. + Analyze potential opportunities and develop sales strategies for each customer account. Ensure appropriate strategy/solution is proposed to the customer. Monitor actions and results against plans. + Establish brand recognition; communicate with internal Project Managers to assess the overall level of customer satisfaction and progress of projects. + Work with operations and functional managers to identify sales team and prepares and leads the sales presentation. + Educate team participants in customer culture, operational needs/methods and sales techniques needed to close the sale. + Coordinate with contracts and proposals to develop a proposal. + Handle follow-up related to the sale and drive completion of contractual documents. + Utilize CRM to establish reports and dashboards to analyze the business development and sales activities and track progress. + Maintain high visibility within the customer organization. + Plan and coordinate all customer sales activities. + Communicate all account activity to Senior Sales Leader and appropriate individuals through the CRM system. + Lead/participate in change management initiatives for the sales organization. + Provide overall support and serves as a mentor for junior sales staff members. All responsibilities are essential job functions unless noted as nonessential (N). REQUIRED KNOWLEDGE, SKILLS, AND ABILITIES + Fifteen years experience in the pharmaceutical industry or equivalent, with a minimum of ten years experience in the following areas: regulatory affairs, quality management, or pharmacovigilance + Preferably has had experience in a technical function with safety, regulatory, or quality areas + Proven track record of developing mid-level and high-level contacts + Adaptability and flexibility to changing priorities with demonstrated ability to work creatively and effectively in a fast-paced environment + Ability to influence others both internally and externally + Ability to work independently and as a team player + Attention to detail and ability to work simultaneously on multiple priorities + Strategic business awareness and analytical skills + Solid understanding of commercialization and the principles of drug discovery and development + Excellent oral and written communication skills MINIMUM REQUIRED EDUCATION AND EXPERIENCE + Bachelor degree in Business Management and ten years of relevant industry experience (CRO/Pharmaceutical); or an equivalent combination of education, training, and experience PHYSICAL REQUIREMENTS + Use of keyboard requiring repetitive motion of fingers + Extensive use of telephone and face-to-face communication requiring the accurate perception of speech + Frequent travel + Frequent long or varied hours EEO Minorities/Females/Protected Veterans/Disabled **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™.
          (USA-PA-Plymouth Meeting) Consultant-Forecasting      Cache   Translate Page   Web Page Cache   
Role Summary: As a consultant in Commercial Outsourcing Services you will lead strategic efforts with client senior executives, brand teams, finance, and others to develop US and Global forecasts for branded pharmaceutical products. Deploy to onsite engagement anywhere in the United States, location dependent on business demands; all assignments involve onsite presence at client locations Manage projects and work streams of reasonable, independently or with senior support Lead projects and initiatives with indirect oversight over analysts and communication with clients Analyze secondary data and desk market research (quantitative and qualitative) to identify key findings and trends Should be able work on Market and Epidemiology Assessment, Pipeline Analysis and Market Research, Forecasting Inline and Pipeline products with senior support Create and lead quantitative or qualitative analysis to support client deliverables and issues Independently create presentations for clients; attend, support and present at client meetings, independently or with senior support Assist in developing detailed documentation and specifications, including business process documentation, SOPs, client data scorecards Work willingly and effectively with others in and across the organization to accomplish team goal, both internally and externally Develop broad knowledge of related consulting methodologies and pharmaceutical market through the delivery of consulting engagements and participation in formal and informal learning opportunities Skills & Experience: Candidates interested in joining as a Consultant should have: Knowledge and understanding of the fundamental processes of pharmaceutical commercial business, their interaction, and the impact of external/internal influences on decision making, growth and decline Knowledge of key issues and current developments in the pharmaceutical and healthcare industries Knowledge of professional/trade associations, key people and companies. Strong knowledge in MS Excel, MS Access, MS PowerPoint and working knowledge of following software is a plus Excel VBA, @Risk, Crystal Ball, Flexicast®, Spotfire, SAS, SPSS, Should be able to design and carry out S&ME patient studies: Source of Business, P&C, & Patient Flow, Market sizing and Oncology & Data marts Demonstrate analytical, interpretative and problem-solving skills Well-developed written and verbal communication skills including presentations, leading meetings, business and report writing Excellent project management capabilities so that deadlines are met while retaining consistent, high quality outcomes Ability to think creatively and strategically, and Demonstrate analytical, interpretative and problem-solving skills Prior healthcare data experience is a plus: National and sub-national data (Physician, Patient, claims and epidemiology) Prior internship, project work, and/or working experience in any of the following: forecasting, market research, epidemiology, marketing insights, marketing analytics, primary market research, multichannel marketing, consumer marketing, statistics, predictive modeling, managed markets, HEOR and data mining Qualifications: In addition to the skills and experience above, candidates interested in joining the QuintilesIMS as an Associate Consultant/Consultant should have: Undergraduate or Masters degree in life sciences/Marketing MBA with 2-8 years of relevant experience in forecasting in healthcare industry An avid interest in the healthcare analytics and data; understanding of the healthcare market in US Strong business acumen and understanding of sales & marketing business principles Excellent communication, interpersonal and team-working skills Exceptional written, numerical and problem solving skills Adaptability and an ability to learn quickly and apply new knowledge Willingness to travel at minimum 80% overnight Willingness to relocate anywhere within the United States for client engagements ranging in length from 3 to 24 months \#LI-JK1 **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™. EEO Minorities/Females/Protected Veterans/Disabled
          (USA-PA-Plymouth Meeting) Consultant-Marketing Analytics      Cache   Translate Page   Web Page Cache   
IQVIA is the world’s leading information, services and technology company dedicated to making healthcare perform better. We're actively hiring for Analysts, Associate Consultants, Consultants, and Senior Consultants within our Commercial Outsourcing team. Successful candidates must be willing to deploy to on-site engagements anywhere in the United States, with the location depending on business demands. Role Summary: As a Consultant, you’ll be actively participating in the development, delivery, and management of data analytics and consulting projects. These engagements may be in the areas of real-world effectiveness, market research, forecasting, product launch, business intelligence, sales operations, sales force effectiveness, multi-channel marketing, marketing operations, incentive compensation, oncology, payer/provider services, thought leadership, primary market research, and technology & applications. Job Description: Analyze secondary data and desk market research to identify key findings and trends Create and lead quantitative or qualitative analysis to support client deliverables and business decisions as they relate to QuintilesIMS data Independently create presentations for clients Attend, support and present at client meetings, independently or with senior support Manage projects and work streams of reasonable, independently or with senior support Assist in the development and writing of proposals with senior support Assist in developing detailed documentation and specifications, including business process documentation, SOPs, and client data scorecards Be able to quickly learn and work with sales and promotional data, market and epidemiology assessment, pipeline analysis and market research with senior support Develop broad knowledge of related consulting methodologies and pharmaceutical market through the delivery of consulting engagements and participation in formal and informal learning opportunities Work willingly and effectively with others in and across the organization to accomplish team goal, both internally and externally Lead projects and initiatives over Analysts and Associate Consultants with indirect oversight Skills & Experience: Strong knowledge in MS Excel, MS Access, and MS PowerPoint Strong technical skills in any of the following: SAS, Oracle SQL, R Programming, Tableau, and Excel VBA Prior working experience in any of the following: market research, marketing insights, marketing analytics, multichannel marketing, consumer marketing, branding, forecasting, statistics, predictive modeling, primary market research, technology & applications, healthcare IT, managed markets, management consulting, sales force effectiveness, sales operations, business intelligence, epidemiology, HEOR, data mining, data governance, outsourcing, offshoring, web analytics, data development and programming, and Google Analytics Prior healthcare data experience, including working knowledge of physician, patient, claims, and epidemiology data is desired, preferably QuintilesIMS data Knowledge and understanding of the fundamental processes of pharmaceutical commercial business, their interaction, and the impact of external/internal influences on decision making, growth and decline Knowledge of key issues and current developments in the pharmaceutical and healthcare industries Knowledge of professional/trade associations, key people and companies Effective communication skills, project management, and time management skills Strong capability in managing priorities so that deadlines are met while retaining consistent, high quality outcomes Ability to think creatively and strategically Demonstrate analytical, interpretative and problem-solving skills, working with large and multiple data sets to process data in the required format for the analysis Well-developed written and verbal communication skills including presentations, leading meetings, business and report-writing Qualifications: Undergraduate or Master's degree with a minimum of 2-6 years of relevant healthcare experience An avid interest in healthcare analytics and data, with an understanding of the US healthcare market Ability to follow SOPs, processes and execute effective documentation of project-related work Strong business acumen and understanding of sales & marketing business principals Project management experience Excellent communication, interpersonal and team-working skills Exceptional written, numerical and problem solving skills Adaptability and an ability to learn quickly and apply new knowledge Willingness to travel at minimum 80% overnight Willingness to relocate anywhere within the United States for client engagements ranging in length from 3 to 24 months QuintilesIMS is an Equal Opportunity Employer. We cultivate a diverse corporate culture across the 100+ countries where we operate, celebrating and rewarding teamwork and inclusiveness. By embracing our differences, we create innovative solutions that are good for QuintilesIMS, our clients, and the advancement of healthcare everywhere. \#LI-JK1 **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™. EEO Minorities/Females/Protected Veterans/Disabled
          (USA-TX-Plano) Advertising & Analytics - Principal Data Scientist (AdCo)      Cache   Translate Page   Web Page Cache   
The Data Scientist will be responsible for designing and implementing processes and layouts for complex, large- scale data sets used for modeling, data mining, and research purposes. The purpose of this role is to conceptualize, prototype, design, develop and implement large scale big data science solutions in the cloud and on premises, in close collaboration with product development teams, data engineers and cloud enterprise teams. Competencies in implementing common and new machine learning, text mining and other data science driven solutions on cloud based technologies such as AWS are required. The data scientist will be knowledgeable and skilled in the emerging data science trends and must be able to provide technical guidance to the other data scientists in implementing emerging and advanced techniques. The data scientist must also be able to work closely with the product and business teams to conceptualize appropriate data science models and methods that meet the requirements. Key Roles and Responsibilities + Uses known and emerging techniques and methods in data science (including statistical, machine learning, deep learning, text and language analytics and visualization) in big data and cloud based technologies to conceptualize, prototype, design, code, test, validate and tune data science centric solutions to address business and product requirements + Conceptualizes data science enablers required for supporting future product features based on business and product roadmaps, and guides cross functional teams in prototyping and validating these enablers + Mentors and guides other data scientists + Uses a wide range of existing and new data science and machine learning tools and methods as required to solve the problem on hand. Skilled in frameworks and libraries using but not limited to R, python, spark, scala, pig, hive, mllib, mxnet, tensorflow, keras, theanos etc. + Is aware of industry trends an collaborates with the platform and engineering teams to update the data science development stack for competitive advantage + Collaborates with third party data science capability vendors and provides appropriate recommendations to the product development teams + Works in a highly agile environment **Experience** Typically requires 10 or more years experience or PhD in an approved field with a minimum of 6 years of relevant experience. **Education** Preferred Masters of Science in Computer Science, Math or Scientific Computing; Data Analytics, Machine Learning or Business Analyst nanodegree; or equivalent experience.
          (USA-NC-Durham) Sr. Director - Regional Sales Specialist, Integrated Technology (Safety, Regulatory, Quality)      Cache   Translate Page   Web Page Cache   
**PURPOSE** IQVIA is committed to delivering a step change in strategy and operations within Regulatory, Safety, and Quality since the merger of Quintiles with imshealth. To do this, IQVIA has steadily invested in core capabilities to meet the needs of customers thoughtfully and uniquely. Furthermore, to achieve this vision, we are currently expanding our team and are looking for a highly motivated, entrepreneurial sales professional to join us on the next phase of growth in our business. This is a high profile role within IQVIA, offering substantial C-Suite visibility, and responsibility/opportunity to cement IQVIA as the leader in Regulatory, Safety, and Quality. Lastly, this role will suit someone who not only has sales experience but who has a desire for designing solutions for clients. RESPONSIBILITIES + Establish and manage an effective business development strategy to drive sales growth and generate opportunities across safety, regulatory and compliance offerings and help to position IQVIA as the market leader in this area. + Serve as overall customer relationship manager and strategic business partner responsible for developing and expanding new business opportunities with customers and working collaboratively with the various functional business units. + Maintain in-depth knowledge of all IQVIA compliance services for appropriate cross-sell opportunities. + Actively prospect and leverage potential new business opportunities within specified potential new and existing customers/accounts. + Establish and execute a comprehensive sales plan for each target account. + Cultivate strong, long-term relationships with key decision-makers within nominated Account segments and develop deep knowledge of the customer organizations. + Actively network in the industry to establish relationships and to identify potential opportunities. + Aggressively pursue awareness of competitive activities, positioning, and pricing, which includes specific reasons for awards and non-awards. + Continuously monitor the status of leads and opportunities to ensure a pipeline of opportunities is maintained. + Analyze potential opportunities and develop sales strategies for each customer account. Ensure appropriate strategy/solution is proposed to the customer. Monitor actions and results against plans. + Establish brand recognition; communicate with internal Project Managers to assess the overall level of customer satisfaction and progress of projects. + Work with operations and functional managers to identify sales team and prepares and leads the sales presentation. + Educate team participants in customer culture, operational needs/methods and sales techniques needed to close the sale. + Coordinate with contracts and proposals to develop a proposal. + Handle follow-up related to the sale and drive completion of contractual documents. + Utilize CRM to establish reports and dashboards to analyze the business development and sales activities and track progress. + Maintain high visibility within the customer organization. + Plan and coordinate all customer sales activities. + Communicate all account activity to Senior Sales Leader and appropriate individuals through the CRM system. + Lead/participate in change management initiatives for the sales organization. + Provide overall support and serves as a mentor for junior sales staff members. All responsibilities are essential job functions unless noted as nonessential (N). REQUIRED KNOWLEDGE, SKILLS, AND ABILITIES + Fifteen years experience in the pharmaceutical industry or equivalent, with a minimum of ten years experience in the following areas: regulatory affairs, quality management, or pharmacovigilance + Preferably has had experience in a technical function with safety, regulatory, or quality areas + Proven track record of developing mid-level and high-level contacts + Adaptability and flexibility to changing priorities with demonstrated ability to work creatively and effectively in a fast-paced environment + Ability to influence others both internally and externally + Ability to work independently and as a team player + Attention to detail and ability to work simultaneously on multiple priorities + Strategic business awareness and analytical skills + Solid understanding of commercialization and the principles of drug discovery and development + Excellent oral and written communication skills MINIMUM REQUIRED EDUCATION AND EXPERIENCE + Bachelor degree in Business Management and ten years of relevant industry experience (CRO/Pharmaceutical); or an equivalent combination of education, training, and experience PHYSICAL REQUIREMENTS + Use of keyboard requiring repetitive motion of fingers + Extensive use of telephone and face-to-face communication requiring the accurate perception of speech + Frequent travel + Frequent long or varied hours EEO Minorities/Females/Protected Veterans/Disabled **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™.
          (USA-NJ-New Brunswick) Performance Testing Engineer      Cache   Translate Page   Web Page Cache   
IQVIA is looking for an experienced performance tester who will be working with multiple groups and Offshore partners, testing systems ensuring all the scenarios are validated as per the business needs Polaris Management Partners **_General Requirements_** _:_ + Conduct system performance testing to ensure system reliability, capacity and scalability for Web /Mobile Application + Conduct load, stress and scalability testing on the frontend web/mobile applications and backend REST APIs using JMeter + Helps define and establish new methodologies, frameworks, tools, processes, and best practices around performance testing and contributes both ideas and effort toward continuous improvement + Conduct Benchmark, load, stress, endurance and other non-functional tests. Monitor application logs to determine system behavior. + Collaborates with project teams to understand project architecture and business requirements to devise a performance test strategy and test plans.Define, design, and implement benchmarks to identify performance regressions issues and bottlenecks + Work closely with product management to determine acceptable performance parameters and acceptance criteria + Work with Testing Team to develop Performance Test Scripts for enterprise applications. + Analyze test results and coordinate with development teams for bug fixes. + Generate test summary reports for management review. + Analyze root causes of performance issues and provide corrective actions. + Conduct job trainings and provide assistance to Junior Test Engineers as needed. + Suggest new tools and techniques to improve testing efficiency. + Authoring Testcases, Test Execution, Reviewal of Testcases for multiple products + Participate in Performance bottleneck analysis for multiple products + Communicate progress and issues through regular Status Reports + Collaborate with Business/ Application teams to improve system performance + Generate performance graphs, session reports and other related documentation required for validation and analysis. + Publish results and receive appropriate signoff. Prepare detail status reports, and monitoring of all defects and issues. + Identifying memory leakage, connection issues & Bottleneck problem in the application. + Provide accurate Time & Effort Estimates + Work closely with global development team, Solution Architects, and the Product Engineering group to verify application functionality, usability, performance and scalability + Develop and maintain reusable Functions/ libraries required for Automation testing of all Products + Evaluate and analyze automation metrics, providing feedback to developers, system architects and subject matter experts + Assist with the setup and maintenance of the team’s test environments + Be able to provide accurate Time & Effort Estimates + Works closely with Scrum team members to clarify requirements, ensure testability and automatability, to provide feedback on design (functional and technical) + Work with Offshore teams in allocating and reviewing the tasks **_Experience Required:_** + Minimum 5+ Years of Relevant Experience in Performance Testing – Web and Mobile apps + Hands on experience in JMeter + Strong in Building & Implementing performance frameworks, scripting, analyzing, and report generation. + Good assessment and generation of performance reports using JMeter + Expertise in Test Planning, Test Estimation, Test Strategy, Work Load Design, Test Cases Design, Test Environment Setup, Test Data Setup, Defect Management & Configuration Management. + Expertise in Performance Testing tools using JMeter. + Execute Benchmark, load, stress, endurance and other non-functional tests. Monitor application logs to determine system behavior. Address all technical issues; facilitate the resolution and necessarily follow up with Development and other cross-functional departments. + Analyze the CPU Utilization, Memory usage, Network usage, Garbage Collection and DB Parameters and DB Reports to verify the performance of the applications. + Generate performance graphs, session reports and other related documentation required for validation and analysis. + Identifying memory leakage, connection issues & Bottleneck problem in the application. + Strong problem-solving skills and very good time management skills. + Good working knowledge of Operating Systems with emphasis on Windows Server + Good understanding of object-oriented programming, ASP.NET, etc... + Good knowledge on REST APIs using WEB APIs + Familiarity on tools - ELMAH, TFS, VS TeamSite, JIRA, HPQC, Blaze meter + Excellent verbal and written communication skills, with proven technical writing abilities + Strong analytical skills, problem-solving ability and logical thinking capabilities + Excellent inter-personal skills, working in collaboration with onshore and offshore teams + Proven ability to work independent and productively + Adaptive for change and implementing new technologies & process **_Additional Experience Preferred:_** + Java or C# development experience required using Selenium Web driver + Experience in automated testing Web UI Automation using Hybrid Selenium Framework, Node JS (Protractor or Night watch). APPIUM for Mobile APP. + Experience in SQL server 2007 and SQL queries \#LI-AC1 **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™. EEO Minorities/Females/Protected Veterans/Disabled
          (USA-MA-Boston) Manager, Quality      Cache   Translate Page   Web Page Cache   
Manager, Quality Job Summary This position is responsible for maintaining Quality Management System (QMS) and providing quality oversight. The Manager of Quality is responsible for maintaining a corporate Quality Management System that promotes customer satisfaction and positively impacts performance of the company. The Manager of Quality initiates and implements quality improvement activities as appropriate to raise performance of the company services; additionally it guides, mentors designated quality representatives as well as trains company employees regarding their impact on the QMS. Summary of Essential Job Functions Responsibilities include:  Implementing and maintaining company Quality Management System  Managing and coordinating sponsors quality, privacy, security and part 11 assessments  Managing and coordinating internal audits and supporting client audits  Coordinating and maintaining company Quality Management System (QMS)  Managing and maintaining company-wide quality and validation documents templates  Managing and supporting QMS training  Building strong relationships with internal and external clients, providing strategic support and driving client satisfaction with the quality management and quality oversight  Providing quality oversight for critical business projects  Maintaining company-wide Corrective and Preventive Actions (CAPA) program  Consulting project teams on quality management and validation deliverables  Facilitating quality related internal project team meetings and calls  Supporting project teams during quality related sponsor meetings and calls  Other duties as assigned Competencies  Strong interpersonal and communication skills (both written and verbal).  Understanding clinical trials.  Knowledge and experience with 21CFR Part 11 and GXP.  Knowledge and experience of Agile SDLC and system validation.  Ability to work in a team environment and excellent global team-based problem solving skills.  Focus on quality, results and orientation toward accomplishing strategic organizational goals.  Excellent project management skills.  Ability to handle multiple, rapidly changing and sometimes conflicting priorities.  Prior experience working with quality management systems in regulated environment of pharma and medical device companies.  High energy, self-starter with the ability to work in a global team environment.  Proficiency with MS Word, Excel, and PowerPoint. Supervisory Responsibilities N/A. Minimum Experience Requirements  Bachelor Degree in science or business  Graduate Degree preferred  Minimum 8 years of quality, computer systems/software validation, management and project management experience  Minimum 6 years of quality management and/or validation leadership position Skill Requirements  Strong PC skills (i.e. Microsoft Office)  Proven organizational skills  Superior interpersonal communication and presentation skills  Comfortable working in a small company environment **Announcing IMS Health and Quintiles are now IQVIA™.** **Join us on our exciting journey!** IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offers a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward. **Did you know?** We know that meaningful results require not only the right approach but also **the right people** . Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes. Whatever your career goals, we are here to ensure you get there! We invite you to join IQVIA™. EEO Minorities/Females/Protected Veterans/Disabled
          (USA-MA-Bedford) Data Scientist - must be software savvy      Cache   Translate Page   Web Page Cache   
**Data Scientist \- must be software savvy** **Description** MITRE is different from most technology companies\. We are a not\-for\-profit corporation chartered to work for the public interest, with no commercial conflicts to influence what we do\. The R&D centers we operate for the government create lasting impact in fields as diverse as cybersecurity, healthcare, aviation, defense, and enterprise transformation\. We're making a difference every day—working for a safer, healthier, and more secure nation and world\. Join the Data Analytics team where you will provide software development, algorithm development, and data analytics \(to include big data analytics, data mining, and data science\) to enable data\-driven decisions and insights\. Experience with analytic techniques and methods \(e\.g\., supervised and unsupervised machine learning, link analysis, and text mining\) as well as software languages is a must\. Software languages and big data technologies needed include: Java, Python, R, C\#, C, SAS, analytic engines, Hadoop, parallelized analytic algorithms, and NoSQL and massively parallel processing databases\. The successful candidate will have the ability to formulate problems, prototype solutions, and to analyze results\. * Formulate data analytic problems * Get and cleanse data * Employ analytic methods and techniques * Develop analytic algorithms * Analyze data **Qualifications** Required Qualifications Must be a US citizen able to obtain and maintain a DoD clearance Completed BS degree in Computer Science, Data Science, or similar technical degree\. New grads must have strong academic record of 3\.0 GPA\. Experience will include: * Hands\-on software development skills \(Java, R, C , C\#, python, JavaScript\) with analytic applications and technologies\. * Capture and cleansing data raw data, data storage and retrieval \(relational and NoSQL\), data analytics and visualization, and cloud\-based technologies\. * Proficiency with the Map Reduce programming model and technologies such as Hadoop, Hive, and Pig is a plus\. \ * \ * \ * \ * Preference given to candidates with active clearances\. **Job** SW Eng, Comp Sci & Mathematics **Primary Location** United States\-Virginia\-McLean **Other Locations** United States\-Massachusetts\-Bedford **This requisition requires a clearance of** Secret **Travel** Yes, 10 % of the Time **Job Posting** Aug 9, 2018, 11:05:43 AM **Req ID:** 00050915
          (USA-VA-McLean) Data Scientist - must be software savvy      Cache   Translate Page   Web Page Cache   
**Data Scientist \- must be software savvy** **Description** MITRE is different from most technology companies\. We are a not\-for\-profit corporation chartered to work for the public interest, with no commercial conflicts to influence what we do\. The R&D centers we operate for the government create lasting impact in fields as diverse as cybersecurity, healthcare, aviation, defense, and enterprise transformation\. We're making a difference every day—working for a safer, healthier, and more secure nation and world\. Join the Data Analytics team where you will provide software development, algorithm development, and data analytics \(to include big data analytics, data mining, and data science\) to enable data\-driven decisions and insights\. Experience with analytic techniques and methods \(e\.g\., supervised and unsupervised machine learning, link analysis, and text mining\) as well as software languages is a must\. Software languages and big data technologies needed include: Java, Python, R, C\#, C, SAS, analytic engines, Hadoop, parallelized analytic algorithms, and NoSQL and massively parallel processing databases\. The successful candidate will have the ability to formulate problems, prototype solutions, and to analyze results\. * Formulate data analytic problems * Get and cleanse data * Employ analytic methods and techniques * Develop analytic algorithms * Analyze data **Qualifications** Required Qualifications Must be a US citizen able to obtain and maintain a DoD clearance Completed BS degree in Computer Science, Data Science, or similar technical degree\. New grads must have strong academic record of 3\.0 GPA\. Experience will include: * Hands\-on software development skills \(Java, R, C , C\#, python, JavaScript\) with analytic applications and technologies\. * Capture and cleansing data raw data, data storage and retrieval \(relational and NoSQL\), data analytics and visualization, and cloud\-based technologies\. * Proficiency with the Map Reduce programming model and technologies such as Hadoop, Hive, and Pig is a plus\. \ * \ * \ * \ * Preference given to candidates with active clearances\. **Job** SW Eng, Comp Sci & Mathematics **Primary Location** United States\-Virginia\-McLean **Other Locations** United States\-Massachusetts\-Bedford **This requisition requires a clearance of** Secret **Travel** Yes, 10 % of the Time **Job Posting** Aug 9, 2018, 11:05:43 AM **Req ID:** 00050915
          (USA-CA-Pleasanton) Data Scientist      Cache   Translate Page   Web Page Cache   
We are looking for a **Data Scientist to be** a key contributor responsible for designing, developing and maintaining aerospace operational models specific to the Panasonic Avionics Corporation product suite including inflight consumer engagement platforms and inflight connectivity systems. **Major Responsibilities include;** **Data Science** + Advance team’s capability to bring vision to life, support roadmap development and prioritization, which may include items like a strategic KPI framework, customer portfolio optimization and planning, strategic site analysis (segments and pathing), measurement and attribution, AI platform evaluation and journey analytics + Continuously innovate by staying abreast of and bringing recommendations on the latest tools and techniques (and evaluate options) associated with consumer personalization, AI/Machine learning, real time decisioning, and digital analytics. + Iterate quickly in an agile development process. + Support projects from start to finish & produce data-driven results with appropriate techniques to answer key business questions + Use machine learning and predictive modeling to develop data driven solutions that drive substantial business value in key PAC product areas. + Program and support analytic solutions to improve and optimize business performance and minimize risk. + Program and support machine learning algorithms for model training and deployment. + Lead junior team members to develop solutions. **KNOWLEDGE/SKILL REQUIREMENTS** + Understands department’s mission and vision and the ability to execute on that vision + Able to define the correct data, analysis and interpretation to achieve complex design and marketing initiatives. + Experience with cloud solutions for products and services. + Experience with designing, building and managing large scale ML and analytics platforms + Proven technical ability with a variety of tools including SQL, Python and R. Commanding knowledge of statistics and or machine learning techniques. Applications in the game industry a plus. + Knowledge of advanced statistical techniques suitable for analysis of highly skewed populations + Proven experience in predictive analytics, segmentation, experimental design and related areas + Experience designing, deploying and maintaining cloud based big data technology stacks (Amazon Redshift experience preferred) + Experience with traditional Business Intelligence relational database modeling, tools and processes + Familiarity with the design and implementation of data telemetry systems **EDUCATION/EXPERIENCE REQUIREMENTS** + BS in Statistics, Operations Research, Economics or similar degree with a focus on statistical methodology + 10 years+ experience in data science and analytics environment; should include experience in consumer/CRM analytics methods, measurement, attribution, test planning and rapid testing, strong knowledge of media analytics and addressable media measurement and testing, digital analytics, some B2B2C experience or knowledge, omni-channel lifecycle marketing orientation + Strong communication and collaboration skills with ability to build consensus and drive cross-functional teams forward to execution against project goals and timelines + Experience with statistical modeling, machine learning, digital analytics, media analytics. + In depth specialization in mathematical analysis methods, predictive modeling, statistical analysis, machine learning, and technologies like Python, R and Hadoop. Or equivalent experience. + Experience with time-series models Bayesian modeling, Generalized Linear Models and/or Limited Dependent Variables + Expertise with R, SAS, Python, Hadoop, DMPs, and digital platforms + Proven ability to design and code new algorithms from scratch\#LI-POST
          Azure HDInsight Interactive Query: Ten tools to analyze big data faster      Cache   Translate Page   Web Page Cache   

Customers use HDInsight Interactive Query (also called Hive LLAP, or Low Latency Analytical Processing) to query data stored in Azure storage & Azure Data Lake Storage in super-fast manner. Interactive query makes it easy for developers and data scientist to work with the big data using BI tools they love the most. HDInsight Interactive Query supports several tools to access big data in easy fashion. In this blog we have listed most popular tools used by our customers:

Microsoft Power BI

Microsoft Power BI Desktop has a native connector to perform direct query against HDInsight Interactive Query cluster. You can explore and visualize the data in interactive manner. To learn more see Visualize Interactive Query Hive data with Power BI in Azure HDInsight and Visualize big data with Power BI in Azure HDInsight .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Apache Zeppelin

Apache Zeppelin interpreter concept allows any language/data-processing-backend to be plugged into Zeppelin. You can access Interactive Query from Apache Zeppelin using a JDBC interpreter. To learn more please see Use Zeppelin to run Hive queries in Azure HDInsight .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Visual Studio Code

With HDInsight Tools for VS Code, you can submit interactive queries as well at look at job information in HDInsight interactive query clusters. To learn more please see Use Visual Studio Code for Hive, LLAP or pySpark .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Visual Studio

Visual Studio integration helps you create and query tables in visual fashion. You can create a Hive tables on top of data stored in Azure Data Lake Storage or Azure Storage. To learn more please see Connect to Azure HDInsight and run Hive queries using Data Lake Tools for Visual Studio .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Ambari Hive View

Hive View is designed to help you author, optimize, and execute queries. With Hive Views you can:

Browse databases. Write queries or browse query results in full-screen mode, which can be particularly helpful with complex queries or large query results. Manage query execution jobs and history. View existing databases, tables, and their statistics. Create/upload tables and export table DDL to source control. View visual explain plans to learn more about query plan.

To learn more please see Use Hive View with Hadoop in Azure HDInsight .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Beeline

Beeline is a Hive client that is included on the head nodes of HDInsight cluster. Beeline uses JDBC to connect to HiveServer2, a service hosted on HDInsight cluster. You can also use Beeline to access Hive on HDInsight remotely over the internet. To learn more please see Use Hive with Hadoop in HDInsight with Beeline .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Hive ODBC

Open Database Connectivity (ODBC) API, a standard for the Hive database management system, enables ODBC compliant applications to interact seamlessly with Hive through a standard interface. Learn more about how HDInsight publishes HDInsight Hive ODBC driver .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Tableau

Tableau is very popular data visualization tool. Customers can build visualizations by connecting Tableau with HDInsight interactive Query.


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Apache DBeaver

Apache DBeaver is SQL client and a database administration tool. It is free and open-source (ASL). DBeaver use JDBC API to connect with SQL based databases. To learn more, see How to use DBeaver with Azure #HDInsight .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Excel

Microsoft Excel is the most popular data analysis tool and connecting it with big data is even more interesting for our customers. Azure HDInsight Interactive Query cluster can be integrated with Excel with ODBC connectivity.To learn more, see Connect Excel to Hadoop in Azure HDInsight with the Microsoft Hive ODBC driver .


Azure HDInsight Interactive Query: Ten tools to analyze big data faster
Try HDInsight now

We hope you will take full advantage fast query capabilities of HDInsight Interactive Query using your favorite tools. We are excited to see what you will build with Azure HDInsight. Read this developer guide and follow the quick start guide to learn more about implementing these pipelines and architectures on Azure HDInsight. Stay up-to-date on the latest Azure HDInsight news and features by following us on Twitter #HDInsight and @AzureHDInsight . For questions and feedback, please reach out to AskHDInsight@microsoft.com .

About HDInsight

Azure HDInsight is Microsoft’s premium managed offering for running open source workloads on Azure. Azure HDInsight powers mission critical applications ranging in a wide variety of sectors including, manufacturing, retail education, nonprofit, government, healthcare, media, banking, telecommunication, insurance, and many more industries ranging in use cases from ETL to Data Warehousing, from Machine Learning to IoT, and more.

Additional resources Get started with HDInsight Interactive Query Cluster in Azure . Zero
          One-to-One at Scale: The Confluence of Behavioral Science and Technology and How It’s ...      Cache   Translate Page   Web Page Cache   

Consumer and business customers have increasing expectations that businesses provide products and services customized for their unique needs. Adaptive intelligence and machine learning technology, combined with insights into behavior, make this customization possible. The financial services industry is moving aggressively to take advantage of these new capabilities. In March 2018, Bank of America launched Erica, a virtual personal assistant—a chatbot—powered by AI. In just three months, Erica surpassed one million users.

But to achieve personalization at scale requires an IT infrastructure that can handle huge amounts of data and process it in real time. Engineered systems purpose-built for these cognitive workloads provide the foundation that helps make this one-to-one personalization possible.

Bradley Leimer, Managing Director and Head of Fintech Strategy at Explorer Advisory & Capital, provides consulting and investment advisory services to start-ups, accelerators, and established financial services companies. As the former Head of Innovation and Fintech Strategy at Santander U.S., his team connected the bank to the fintech ecosystem. Bradley spoke with us recently about how behavioral science is evolving in the financial services industry and how new technological capabilities, when tied to human behavior, are changing the way organizations respond to customer needs.

I know you’re fascinated by behavioral science. How does it frame what you do in the financial sector?

Behavioral science is fascinating because the study of human behavior itself is so intriguing. One of the many books I was influenced by early in my career was Paco Underhill’s 1999 book Why We Buy. The science around purchase behavior and how companies leverage our behavior to create buying decisions that fall in their favor—down to where products are placed and the colors that are used to attract the eye—these are techniques that have been used since before the Mad Men era of advertising.

I’m intrigued by the psychology behind the decisions we make. People are a massive puzzle to solve at scale. Humans are known to be irrational, but they are irrational in predictable ways. Leveraging behavioral science, along with things like design thinking and human-computer interaction, have been a part of building products and customer experiences in financial services for some time. To nudge customers to sign up for a service or take an additional product or to perform behaviors that are sometimes painful like budgeting, saving more, investing, consolidating, or optimizing the use of credit all involve deeply understanding human behavior.

Student debt reached $1.5 trillion in Q1 2018. Can behavioral analytics be used to help students better manage their personal finances?

What’s driving this intersection between behavioral science and fintech?

Companies have been using the ideas of behavioral science in strategic planning and marketing for some time, but it’s only been in the last decade that the technology to act upon the massive amount of new data we collect has been available. The type of data we used to struggle to plug into a mainframe through data reels now flies freely within a cloud of shared service layers. So beyond new analytic tools and AI, there are few other things that are important.

People interact with brands differently now. To become a customer now in financial services, it most often means that you’re interacting through an app, or a website, not in any physical form. It’s not necessarily how a branch is laid out anymore; it’s how the navigation works in your application, and what you can do in how few steps, how quickly you can onboard. This is what is really driving the future of revenue opportunity in the financial space.

At the same time, the competition for customers is increasing. Investments in the behavioral science area are a must-have now because the competition gets smarter every day and the applications to understand human behavior are simultaneously getting more accessible. We use behavioral science to understand and refine our precious opportunities to build empathy and relationships. 

You’ve mentioned the evolution of behavioral science in the financial services industry. How is it evolving and what’s the impact?

Behavioral science is nothing without the right type of pertinent, clean data. We have entered the era of engagement banking: a marketing, sales, and service model that deploys technology to achieve customer intimacy at scale. But humans are not just 1’s and 0’s. You need a variety of teams within banks and fintechs to leverage data in the right way, to make sure it addresses real human needs.

The real impact of these new tools has only started to be really felt. We have an opportunity to broaden the global use of financial services to reduce the number of the underbanked, to open new markets for payments and credit, to optimize every unit of currency for our customers more fully and lift up a generation by ending poverty and reducing wealth inequality.

40% of Americans could not come up with $400 for an emergency expense. Behavioral science can help move people move out of poverty and reduce wealth inequality.

How does artificial intelligence facilitate this evolution?

Financial institutions are challenged with innovating a century-old service model, and the addition of advanced analytics, artificial intelligence tools and how they can be used within the enterprise is still a work in progress. Our metamorphosis has been slowed by the dual weight of digital transformation and the broader implications of ever-evolving customers.

Banks have vast amounts of unstructured and disparate data throughout their complicated, mostly legacy, systems. We used to see static data modeling efforts based on hundreds of inputs. That’s transitioned to an infinitely more complex set of thousands of variables. In response, we are developing and deploying applications that make use of machine learning, deep learning, pattern recognition, and natural language processing among other functionalities.

Using AI applications, we have seen efficiency gains in customer onboarding/know-your-customer (KYC), automation of credit decisioning and fraud detection, personalized and contextual messaging, supply-chain improvements, infinitely tailored product development, and more effective communication strategies based on real-time, multivariate data. AI is critical to improving the entire lifecycle of the customer experience.

What’s the role of behavioral analytics in this trend?

Behavioral analytics combines specific user data: transaction histories, where people shop, how they manage their spending and savings habits, the use of credit, historical trends in balances, how they use digital applications, how often they use different channels like ATMs and branches, along with technology usage data like navigation path, clicks, social media interactions, and responsiveness to marketing. It takes a more holistic and human view of data, connecting individual data points to tell us not only what is happening, but also how and why it is happening.

You’ve built out these customization and personalization capabilities in banks and fintechs. Tell us about the basic steps any enterprise can take to build these capabilities.

As an organization, you need to clearly define your business goals. What are the metrics you want to improve? Is it faster onboarding, lower cost of acquisition, quicker turn toward profitable products, etc.? And how can a more customer-centric, personalized experience assist those goals?

As you develop these, make sure you understand who needs to be in the room. Many banks don’t have a true data science team, or they are a sort of hybrid analytical marketing team that has many masters. That’s a mistake. You need deep understanding of advanced analytics to derive the most efficiencies out of these projects. Then you need a strong collaborative team that includes marketing, digital banking, customer experience, and representation from those teams that interacts with clients. Truly user-centric teams leverage data to create a complete understanding of their users’ challenges. They develop insight into what features their customers use and what they don’t and build knowledge of how customers get the most value out of their products. And then they continually iterate and adjust.

You also need to look at your partnerships, including those with fintechs. There are several lessons derived from fintech platforms such as attention to growth through business model flexibility, devotion to speed-to-market, and a focus on creating new forms of customer value through leveraging these tools to customize everything from onboarding to the new user experience as well as how they communicate and customize the relationship over time.

What would be the optimum technology stack to support real-time contextual messages, products, or services?

Choosing the right technology stack for behavioral analytics is not that different than for any other type of application. You have to find the solution that maps most economically and efficiently to your particular problem set. This means implementing a technology that can solve the core business problems, can be maintained and supported efficiently, and minimizes your total cost of ownership.

In banking, it has to reduce risk while maximizing your opportunities for success. The legacy systems that many banks still deploy were built on relational databases and not designed for real-time processing, providing access via Restful APIs and the cloud-based data lakes we see today. Nor did they have the ability to connect and analyze any form of data. The types of data we now have to consider is just breathtaking and growing daily. In choosing technology partners, you want to make sure what you’re buying is built for this new world from the beginning, that the platform is flexible. You have to be able to migrate between on-premises solutions to the cloud, along with a variety of virtual machines being used today.

If I can paraphrase what you’re saying, it’s that financial services companies need a big data solution to manage all these streams of structured and unstructured data coming in from AI/ML, and other advanced applications. Additionally, a big data solution that simplifies deployment by offering identical functionality on-premises, in the cloud, and in the Oracle public Cloud behind your firewall would also be a big plus.

Are there any other must-haves in terms of performance, analytics, etc., to build an effective AI-based solution?

Must-haves include flexibility to consume all types of data, especially that which is gathered from the web and from digital applications. It needs to be very good at data aggregation—that is, reducing large data sets down to more manageable proportions that are still representative. It must be good at transitioning from aggregation to the detail level and back to optimize different analytical tools. It should be strong in quickly identifying cardinality—how many types of variables can there be within a given field.

Some other things to look for in a supporting infrastructure are direct access through query tools (SQL), support for data transformation within the platform (ETL and ELT tools), flexible data model or unstructured access to all data, algorithmic data transformation, ability to add and access one-off data sets simply (like through ODBC), flexible ways to use APIs to load and extract information, that kind of thing. A good system needs to be real time to help customers in taking the most optimized journey within digital applications. 

To wrap up our discussion, what three tips would you give the enterprise IT chief about how to incorporate these new AI capabilities to help the organization reach its goals around delivering a better customer experience?

First, realize that this isn’t just a technology problem—it will require engineers, data scientists, system architects and data specialists sure, but you also need a collaborative team that involves many parts of the business and builds tools that are accessible.

Start with simple KPIs to improve. Reducing the cost of acquisition or improving onboarding workflows, improving release time for customer-facing applications, reducing particular types of unnecessary customer churn—these are good places to start. They improve efficiencies and impact the bottom line. They help build the case around necessary new technology spend and create momentum.

Understand that the future of the financial services model is all about the customer—understanding their needs and helping the business meet them. Our greatest source of innovation is, in the end, our empathy.

You’ve given us a lot to think about, Bradley. Based on our discussion, it seems that the world of financial services is changing and banks today will require an effective AI-based solution that leverages behavioral science and personalization capabilities.

Additionally, in order for banks to sustain a competitive advantage and lead in the market, they need to invest an effective big data warehousing strategy. Therefore, business and IT leaders need a solution that can store, acquire, process large data workloads at scale, and has cognitive workload capabilities to give you the advanced insights needed to run your business most effectively. It is also important that the technology is tailor-made for advancing businesses’ analytical capabilities that leverage familiar big data and analytics open source tools. And Oracle Big Data Appliance provides that high-performance, cloud-ready secure platform for running diverse workloads using Hadoop, Spark, and NoSQL systems. 


          VLOOKUP and SUMIF: Replicate in Python      Cache   Translate Page   Web Page Cache   

Often times, a new user to python will wish to replicate analysis previously done in Excel. Two major instances of this are the VLOOKUP and SUMIF commands.

VLOOKUP: Combining data through a common index SUMIF: Summing up values by category

Let’s take a look at how we can replicate these commands in Python. You will see that the pandas library offers quite a degree of flexibility when it comes to summarizing and wrangling data in Python in this way.


VLOOKUP and SUMIF: Replicate in Python

Firstly, we will import our libraries as standard, set our file path, and import the relevant datasets:

import pandas as pd import numpy as np import os; os.getcwd() path='/home/michaeljgrogan/Documents/a_documents/computing/data science/datasets' os.chdir(path) sales=pd.read_csv('sales.csv') sales customers=pd.read_csv('customers.csv') customers

Note that the datasets “customers.csv” and “sales.csv” are available on the “Datasets” page.

VLOOKUP with merge

In the sales dataset, you will notice that we have Date, ID and Sales figures. In the customers dataset, we also have a corresponding ID variable, but we do not have a date column.

Suppose that we wish to combine the “Date” variable in the sales dataset to the rest of the data in the customers dataset. Ordinarily, we would use VLOOKUP or INDEX-MATCH in Excel to do this. However, let us see how this can be done in Python:

#VLOOKUP sales.merge(customers, on='ID', how='right')

Once we have done this, you will see that we have the two datasets merged, with the Date variable on the left and the rest of the data on the right:

>>> sales.merge(customers, on='ID', how='right') Date ID Sales Age Country 0 2014-02-12 49 113769 23 Trinidad and Tobago 1 2014-02-14 57 122965 46 Singapore 2 2014-03-18 2 164556 28 Lao PDR .. ... .. ... ... ... 98 2016-12-06 32 126092 33 Saint Vincent and Grenadines 99 2016-12-27 45 117126 47 Iran, Islamic Republic of SUMIF with groupby

Often times, an Excel user will use the SUMIF function to sum up different values by category. This can also be replicated in Python.

Let’s firstly create a new dataframe in pandas:

df1 = pd.DataFrame({'names': ['John', 'Elizabeth', 'Michael', 'John', 'Elizabeth', 'Michael'], 'webvisits': ['24', '32', '40', '71', '65', '63'], 'minutesspent': ['20', '41', '5', '6', '48', '97']}, index=[0, 1, 2, 3, 4, 5])

Essentially, what we wish to do here is group by name, and get the total “minutesspent” for each person.

#SUMIF df1.groupby("names")["minutesspent"].sum()

Now, we have our results:

names Elizabeth 4148 John 206 Michael 597 Name: minutesspent, dtype: object Further Reading Dataquest: Pandas Cheat Sheet Python for Data Science Data Cleaning and Wrangling in R

Thanks for viewing this short tutorial, and please leave any questions in the comments below!


          Python Community Interview With Mike Driscoll      Cache   Translate Page   Web Page Cache   

Welcome to the first in a series of interviews with members of the python community.

If you don’t already know me, my name is Ricky, and I’m theCommunity Manager here at Real Python. I’m a relatively new developer, and I’ve been part of the Python community since January, 2017, when I first learned Python.

Prior to that, I mainly dabbled in other languages (C++, php, and C#) for fun. It was only after I fell in love with Python that I decided to become a “serious” developer. When I’m not working on Real Python projects, I make websites for local businesses.

This week, I’m talking to Mike Driscoll of Mouse Vs Python fame. As a long-time Python advocate and teacher, Mike shares his story of how he came to be a Python developer and an author. He also shares his plans for the future, as well as insight into how he would use a time machine…

Let’s get started.

Ricky: I’d like to start by learning how you got into programming, and how you came to love Python?


Python Community Interview With Mike Driscoll

Mike:I decided to be some kind of computer programmer when I went to college. I started out in computer science and then somehow ended up with an MIS degree due to some confusing advice I received long ago from a professor. Anyway, this was back right before the internet bubble burst, so there were no jobs in tech when I graduated. After working as the sole member of an I.T. team at an auction house, I was hired by the local government to be a software developer.

The boss at that place loved Python, and I was required to learn it because that was what all new development would be done in. Trial by fire! It was a stressful couple of months of turning Kixtart code into Python code for our login scripts. I also was challenged to find a way to create desktop user interfaces in Python so we could migrate away from these truly awful VBA applications that were created on top of MS Office.

Between my boss loving Python and me having so much fun learning it and using it on the job, I ended up loving it too. We made GUIs with wxPython, reports with ReportLab, web applications with TurboGears, and much more with just vanilla Python.

Ricky: You’ve been writing on your blog, Mouse Vs Python, for over 10 years now. How have you kept so consistent and motivated to write each week?

Mike:I’m not always consistent. There have been some gaps where I didn’t write much at all. There was a year where I had stopped writing for the most part for several months. But I noticed that my readership had actually grown while I was taking a break. I actually found that really motivating because there were so many people reading old posts, and I wanted my blog to continue to stay fresh.

Also, my readers have always been pretty supportive of my blog. Because of their support, I have been committed to writing on the blog whenever I can or at least jot down some ideas for later.

Ricky: You’ve also authored five books to date, with Python Interviews: Discussions with Python Experts being released earlier this year. Having spoken with so many highly prominent developers in the Python community, what tips or wisdom have you personally taken away from the book that have helped you develop (either professionally or personally)?

Mike:I really enjoyed speaking with the developers while working on the Python Interviews book. They were quite helpful in fleshing out the history of Python and PyCon USA as well as the Python Software Foundation.

I learned about where some of the core developers think Python might go in the future and also why it was designed the way it was in the past. For example, I hadn’t realized that the reason Python didn’t have Unicode support built-in at the beginning was that Python actually pre-dates Unicode by several months.

I think one of the lessons learned is how big data science and education are for Python right now. A lot of people I interviewed talked about those topics, and it was fun to see Python’s reach continue to grow.

Ricky: I’ve noticed you’ve started creating YouTube videos again for your Python 101 series. What made you decide to start creating video content again?

Mike:The Python 101 screencast was something I put together as an offshoot of the Python 101 book. While a lot of publishers say that video content is growing in popularity, my experience has been the opposite. My screencast series never had a lot of takers, so I decided to just share it with my readers on YouTube. I will be posting most or all of the series there and probably discontinue it as a product that I sell.

I think I need more experience creating video training, so I also plan to do more videos on other topics in Python and see how they are received. It’s always fun to try out other methods of engagement with my audience.

Ricky: Not only do you do so much for the online community, but you also founded and run your local Python user group. What advice would you give to someone (like me) who might be looking to go to their first local user group meeting?

Mike:Pyowa, the local Python group that I founded, now has several organizers, which is really nice. But back to your question. If you want to go to a group, the first thing to do is to find out where and if one exists near you. Most groups are listed on the Python wiki .

Next, you need to look up their website or Meetup and see what their next meeting is about. Most of the meetings I have been to in Iowa have some form of social time at the beginning, or end, or both. Then they have a talk of some sort or some other activity like mob programming or lightning talks. The main thing is to come prepared to talk and learn about Python. Most of the time, you will find that the local user groups are just as welcoming as the people who attend PyCon are.

Ricky: If you could go back in time, what would you change about Python? Is there something you wish the language could do? Or maybe there’s something you’d like to remove from the language, instead?

Mike:I wish Guido had been able to convince Google’s Android engineering department to include Python as one of the languages used natively in Android. As it is, we currently don’t have much in the way of writing applications for mobile besides Toga and Kivy. I think both of these libraries are pretty neat, but Toga is still pretty beta, especially on Android, and Kivy doesn’t look native on anything that it runs on.

Ricky: I love celebrating the wins in life, big and small. What has been your proudest Python moment so far?

Mike:Personally, I am proud of writing about Python in book and blog form and having so many readers who have found my ramblings helpful. I am also proud to know so many great people in the community who will help each other in many meaningful ways. It’s like having a network of friends that you haven’t even necessarily met. I find this unique to the Python community.

Ricky: I’m curious to know what other hobbies and interests you have, aside from Python? Any you’d like to share and/or plug?

Mike:Most of my spare time is spent playing with my three-year-old daughter. However, I also enjoy photography. It can be challenging to get the shot you want, but digital photography also makes it a lot easier since you can get instant feedback and adjust if you messed it up, assuming your subject is willing.

If you’d like to follow Mike’s blog or check out any of his books, head over to his website . You can also message Mike to say “Hi” on Twitter and YouTube .

Is there someone you’d like us to interview in the community? Leave their name below, and they just might be next.


          Data Scientist Job - USAA - San Antonio, TX      Cache   Translate Page   Web Page Cache   
Proficient level of business acumen in the areas of the business operations, industry practices and emerging trends required....
From USAA - Mon, 16 Jul 2018 11:33:57 GMT - View all San Antonio, TX jobs
          Avanceret billedanalyse skal spotte fejl i TDC's teknikskabe      Cache   Translate Page   Web Page Cache   
Samarbejde mellem TDC’s teknikere og data science-hold skal få neuralt net til at spotte kabler, der sidder forkert.
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Seattle, WA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all Seattle, WA jobs
          Director, NLP/AI Data Scientist - KPMG - Dallas, TX      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to clients; Translate advanced business analytics problems into...
From KPMG LLP - Mon, 18 Jun 2018 08:21:19 GMT - View all Dallas, TX jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - New York, NY      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all New York, NY jobs
          Process Data Scientist ∞ (Woodbury, MN) - 3M - Woodbury, MN      Cache   Translate Page   Web Page Cache   
Provide strong understanding of internal business segment (stakeholders); Develop and implement valuable data analytics algorithms such as predictive modeling,...
From 3M - Thu, 02 Aug 2018 23:09:26 GMT - View all Woodbury, MN jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Atlanta, GA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all Atlanta, GA jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Irvine, CA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:33 GMT - View all Irvine, CA jobs
          Under half of firms use vulnerability assessments      Cache   Translate Page   Web Page Cache   

A study of 2,100 organisations reveals a global divide in how organisations assess cyber risk, with less than half using strategic vulnerability assessments .

Only 48% of organisations polled use mature or moderately mature programs that include targeted and tailored scanning of computer resources based on business criticality as a foundational element of their cyber defence and risk reduction strategies, according to Tenable’s Cyber defender strategies report .

The report uses data science and real-world telemetry data to analyse how organisations are assessing their exposure to vulnerabilities to improve their cyber security posture.

Of those organisations using strategic vulnerability assessments, the study found that only 5% display the highest degree of maturity, with comprehensive asset coverage a cornerstone of their programs.

The “diligent” approach represents the highest level of maturity, achieving near-continuous visibility into where an asset is secure or exposed and to what extent through high assessment frequency.

On the other end of the spectrum, 33% of organisations take a “minimalist” approach to vulnerability assessments, doing the “bare minimum” as required by compliance mandates, thereby increasing the risk of a business-impacting cyber event, the report said. This group represents a lot of enterprises which are exposed to risk and still have some work to do, with critical decisions to make on which key performance indicators to improve first.

A previous study by Tenable revealed that cyber attackers generally have a median seven-day window of opportunity to exploit a known vulnerability, before defenders have even determined they are vulnerable.

The real-world gap is directly related to how enterprises are conducting vulnerability assessments, with smaller gaps and lower risk associated with more strategic and mature approaches, the latest report said.

“In the not too distant future, organisation will either fall into the category of those that rise to the challenge of reducing cyber risk or the category of those who fail to adapt to a constantly evolving and accelerating threat landscape in modern computing environments,” said Tom Parsons, senior director of product management, Tenable.

“This research is a call to action for our industry to get serious about giving the advantage back to cyber defenders, starting with the rigorous and disciplined assessment of vulnerabilities as the basis for mature vulnerability management and ultimately, cyber exposure.”

The research analysed telemetry data for over three months from organisations in more than 60 different countries to identify distinct security maturity styles and strategic insights which can help organisations.

Other strategies of vulnerability assessment

In addition to the “diligent” and “minimalist” approaches, the study identified two other strategies of vulnerability assessment.

The “surveyor” approach is characterised by frequent broad-scope vulnerability assessments, but with little authentication and customisation of scan templates. Of those organisations reviewed, 19% follow this approach, placing them at a low to medium maturity.

The “investigator” approach is characterised by the execution of vulnerability assessments with a high maturity, but assesses only selective assets. Of the organisations reviewed, 45% follow this approach, indicating a solid strategy based on a good scan cadence, targeted scan templates, broad asset authentication and prioritisation.

“Considering the challenges involved in managing vulnerabilities, securing buy-in from management, cooperating with disparate business units such as IT operations, maintaining staff and skills, and the complexities of scale, this is a great achievement and provides a solid foundation upon which to mature further,” the report said.

Across all levels of maturity, the report said organisations benefit from avoiding a “scattershot approach” to vulnerability assessment and instead making strategic decisions and employing more mature tactics such as frequent, authenticated scans to improve the efficacy of vulnerability assessment programs.


          Principal Data Science Consulant      Cache   Translate Page   Web Page Cache   
Black Swan Data - South East London - We Are Black Swan Data Black Swan are looking to add a Principal Data Science Consultant to our growing Data Science team! Black Swan... Data creates better outcomes through technology and the power of prediction. Our products transform the way brands create value from data...
          Lead Data Scientist (Python, R, SQL, Redshift)      Cache   Translate Page   Web Page Cache   
Anson McCade - The City, London - Lead Data Scientist (Python, R, SQL, Redshift) London Currently recruiting for a highly publicised start up Fin Tech organisation... is looking for experienced Lead Data Scientists (Python, R, SQL, Redshift) to help with essential projects aiding to the growth of both the product and the business...
          Data Scientist (Python, R, SQL, Redshift)      Cache   Translate Page   Web Page Cache   
Anson McCade - The City, London - Data Scientist (Python, R, SQL, Redshift) London Currently recruiting for a highly publicised start up Fin Tech organisation... is looking for experienced Data Scientists (Python, R, SQL, Redshift) to help with essential projects aiding to the growth of both the product and the business...
          Healthcare Data Scientist      Cache   Translate Page   Web Page Cache   
Barrington James - Bedfordshire - Healthcare Data Scientist Location: Cardiff Salary: up to £45,000 Company: Healthcare consultancy Role And Responsibilities...
          Healthcare Data Scientist      Cache   Translate Page   Web Page Cache   
Barrington James - Bedfordshire - Healthcare Data Scientist Location: Cardiff Salary: up to £45,000 Company: Healthcare consultancy Role And Responsibilities...
          Data Scientist - SITA - Montréal, QC      Cache   Translate Page   Web Page Cache   
Avid to acquire experience and knowledge. Working in the SITAONAIR Business intelligence and Data analytics team to promote the use of data science in projects....
From SITA - Mon, 09 Jul 2018 23:57:31 GMT - View all Montréal, QC jobs
          Data Scientist - Toronto - Prodigy Game - Toronto, ON      Cache   Translate Page   Web Page Cache   
Prodigy Game will provide accommodations to job applicants with disabilities throughout the recruitment process....
From Prodigy Game - Fri, 27 Jul 2018 20:10:48 GMT - View all Toronto, ON jobs
          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Data Science Analyst - Strategic Data Solutions - Apple - Austin, TX      Cache   Translate Page   Web Page Cache   
We apply data science and machine learning to drive strategic impact across multiple lines of business at Apple....
From Apple - Fri, 06 Jul 2018 13:47:35 GMT - View all Austin, TX jobs
          Academic Manager for Data Science - Lienedge Technologies - Kolkata, West Bengal      Cache   Translate Page   Web Page Cache   
Rich Experience in data analytics, data science, business analytics. We are currently hiring for academic managers ( data science, data analytics, business... ₹7,00,000 - ₹9,00,000 a year
From Indeed - Wed, 25 Jul 2018 06:18:53 GMT - View all Kolkata, West Bengal jobs
          Business Data Analyst/ Junior Data Scientist - HARMAN International - Richardson, TX      Cache   Translate Page   Web Page Cache   
HARMAN is an Equal Opportunity /Affirmative Action employer. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and...
From Harman International - Fri, 03 Aug 2018 23:33:31 GMT - View all Richardson, TX jobs
          Scientifiques des données juniors / Junior Data Scientists - ML et AI, OSS Business Exploration - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
The Montreal Business Area Digital Services (BDGS) Solution Area (SA) Operations and Support Subsystem (OSS) Business Exploration team proposes and executes on...
From Ericsson - Mon, 16 Jul 2018 19:23:48 GMT - View all Montréal, QC jobs
          Data Scientist in Food Animal Biology and Production Systems - University of Minnesota - Minneapolis-Saint Paul, MN      Cache   Translate Page   Web Page Cache   
Design and assist in the development of apps with easy to use interfaces that aggregate data from micro to macro scales for decision-making involving animal...
From University of Minnesota - Thu, 12 Jul 2018 23:47:18 GMT - View all Minneapolis-Saint Paul, MN jobs
          Hiring Solution Architect with Python & Machine Learning - RR Donnelley India Outsource Private Limited - Chennai, Tamil Nadu      Cache   Translate Page   Web Page Cache   
Graduates / Post graduates in Mathematics/Statistics/Data science / Actuarial science or any other degree that is considered suitable to perform the required...
From Monster IN - Tue, 07 Aug 2018 14:34:59 GMT - View all Chennai, Tamil Nadu jobs
          Modeler 18G01-Cyber Risk - Risk Management Solutions (RMS) - Noida, Uttar Pradesh      Cache   Translate Page   Web Page Cache   
Knowledge and experience with advanced methods of actuarial modelling. For example, applied mathematics, computer science, data science, statistics, actuarial...
From Risk Management Solutions (RMS) - Fri, 03 Aug 2018 01:50:13 GMT - View all Noida, Uttar Pradesh jobs
          Modeler 18G01-Cyber Risk - Risk Management Solutions - Noida, Uttar Pradesh      Cache   Translate Page   Web Page Cache   
Knowledge and experience with advanced methods of actuarial modelling. For example, applied mathematics, computer science, data science, statistics, actuarial...
From Risk Management Solutions - Thu, 02 Aug 2018 05:06:40 GMT - View all Noida, Uttar Pradesh jobs
          Sr. Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Virtual machine switching); Large scale distributed systems, real-time data analysis, machine learning, windows internals (networking stack and other OS...
From Microsoft - Thu, 09 Aug 2018 04:41:50 GMT - View all Redmond, WA jobs
          Software Development Engineer - Video Advertising (Data Science & Analytics) - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
As a founding team member, you’ll contribute to crucial choices regarding technology selection and architecture....
From Amazon.com - Thu, 02 Aug 2018 07:20:18 GMT - View all Seattle, WA jobs
          Director Data Science (Insights & Analytics) - US Foods - Chicago, IL      Cache   Translate Page   Web Page Cache   
Excellent business acumen. Business Strategy and Analytics. Experience developing models, monitoring them in production, and measuring their business impact....
From US Foods - Thu, 09 Aug 2018 08:42:46 GMT - View all Chicago, IL jobs
          Offer - SAP Analytics and Reporting with Data Modelling – BIBO Training - CANADA      Cache   Translate Page   Web Page Cache   
PROJECTED START DATE OF BATCH – Sep 08th, 2018Training Objectives65 Hours of Instructor lead in class trainingIncludes training on SAP BW on HANA , SAP Webi Certification, SAP DesignStudio (Lumira Designer 2.x), SAP Lumira (Lumira Discovery 2.x), SAP CrystalReportHands on practice Convenient weekend trainingTraining Material providedPractice exam test questionsTimely review along with internal assessmentGuidance on resume buildingCourse Completion certificate is provided to all candidates attending therntrainingOn completion individuals can apply for following jobs:Data Analyst, reporting analyst, data warehousing analyst, Jr Data Scientist, Reporting designer IIBS is a reputed Private Career College (PCC). For details, please call us at 905-268-0958 or email at training@iibs.ca.
          Data Scientist Job - USAA - San Antonio, TX      Cache   Translate Page   Web Page Cache   
Proficient level of business acumen in the areas of the business operations, industry practices and emerging trends required....
From USAA - Mon, 16 Jul 2018 11:33:57 GMT - View all San Antonio, TX jobs
          Offer - SAP Analytics and Reporting with Data Modelling – BIBO Training - CANADA      Cache   Translate Page   Web Page Cache   
PROJECTED START DATE OF BATCH – Sep 08th, 2018 Training Objectives ü 65 Hours of Instructor lead in class training ü Includes training on SAP BW on HANA , SAP Webi Certification, SAP Design Studio (Lumira Designer 2.x), SAP Lumira (Lumira Discovery 2.x), SAP Crystal Report ü Hands on practice ü Convenient weekend training ü Training Material provided ü Practice exam test questions ü Timely review along with internal assessment ü Guidance on resume building ü Course Completion certificate is provided to all candidates attending the training On completion individuals can apply for following jobs: Data Analyst, reporting analyst, data warehousing analyst, Jr Data Scientist, Reporting designer IIBS is a reputed Private Career College (PCC). For details, please call us at 905-268-0958 or email at training@iibs.ca.
          Offer - SAP TM TRAINING ONLINE INDIA - USA      Cache   Translate Page   Web Page Cache   
SAP TM TRAINING ONLINE INDIASOFTNSOL is a Global Interactive Learning company started by proven industry experts with an aim to provide Quality Training in the latest IT Technologies. SOFTNSOL offers SAP TM Online Training. Our trainers are highly talented and have Excellent Teaching skills. They are well experienced trainers in their relative field. Online training is your one stop & Best solution to learn SAP TM Online Training at your home with flexible Timings.We offer SAP TM Online Trainings conducted on Normal training and fast track training classes.SAP TM ONLINE TRAINING We offer you :1. Interactive Learning at Learners convenience time2. Industry Savvy Trainers3. Learn Right from Your Place4. Advanced Course Curriculum 5. 24/7 system access6. Two Months Server Access along with the training 7. Support after Training8. Certification Guidance We have a third coming online batch on SAP TM Online Training.We also provide online trainings on SAP ABAP,SAP WebDynpro ABAP,SAP ABAP ON HANA,SAP Workflow,SAP HR ABAP,SAP OO ABAP,SAP BOBI, SAP BW,SAP BODS,SAP HANA,SAP HANA Admin, SAP S4HANA, SAP BW ON HANA, SAP S4HANA,SAP S4HANA Simple Finance,SAP S4HANA Simple Logistics,SAP ABAP on S4HANA,SAP Success Factors,SAP Hybris,SAP FIORI,SAP UI5,SAP Basis,SAP BPC,SAP Security with GRC,SAP PI,SAP C4C,SAP CRM Technical,SAP FICO,SAP SD,SAP MM,SAP CRM Functional,SAP HR,SAP WM,SAP EWM,SAP EWM on HANA,SAP APO,SAP SNC,SAP TM,SAP GTS,SAP SRM,SAP Vistex,SAP MDG,SAP PP,SAP PM,SAP QM,SAP PS,SAP IS Utilities,SAP IS Oil and Gas,SAP EHS,SAP Ariba,SAP CPM,SAP IBP,SAP C4C,SAP PLM,SAP IDM,SAP PMR,SAP Hybris,SAP PPM,SAP RAR,SAP MDG,SAP Funds Management,SAP TRM,SAP MII,SAP ATTP,SAP GST,SAP TRM,SAP FSCM,Oracle,Oracle Apps SCM,Oracle DBA,Oracle RAC DBA,Oracle Exadata,Oracle HFM,Informatica,Testing Tools,MSBI,Hadoop,devops,Data Science,AWS Admin,Python, and Salesforce .Experience the Quality of our Online Training. For Free Demo Please ContactSOFTNSOL : India: +91 9573428933USA : +1 929-268-1172WhatsApp: +91 9573428933Skype id : softnsoltrainingsEmail id: info@softnsol.comWebsite : http://softnsol.com/.
          Data Scientist II - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Azure SQL DW, Redshift, Snowflake. Join the Microsoft Identity division and use petabytes of data to drive data-driven strategic decisions that directly impact...
From Microsoft - Mon, 02 Jul 2018 19:38:33 GMT - View all Redmond, WA jobs
          Senior Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Azure SQL DW, Redshift, Snowflake. Join the Microsoft Identity division and use petabytes of data to drive data-driven strategic decisions that directly impact...
From Microsoft - Tue, 26 Jun 2018 01:26:27 GMT - View all Redmond, WA jobs
          Principal / Senior Software Engineer - RichRelevance - Seattle, WA      Cache   Translate Page   Web Page Cache   
(Crunch, Cassandra, HBase, Hive, Presto, no-SQL databases). Principal / Senior Software Engineer - Data Science Engineering....
From RichRelevance - Sun, 27 May 2018 09:38:05 GMT - View all Seattle, WA jobs
          Data Scientist II - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Azure SQL DW, Redshift, Snowflake. Join the Microsoft Identity division and use petabytes of data to drive data-driven strategic decisions that directly impact...
From Microsoft - Mon, 02 Jul 2018 19:38:33 GMT - View all Redmond, WA jobs
          Senior Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Azure SQL DW, Redshift, Snowflake. Join the Microsoft Identity division and use petabytes of data to drive data-driven strategic decisions that directly impact...
From Microsoft - Tue, 26 Jun 2018 01:26:27 GMT - View all Redmond, WA jobs
          Principal / Senior Software Engineer - RichRelevance - Seattle, WA      Cache   Translate Page   Web Page Cache   
(Crunch, Cassandra, HBase, Hive, Presto, no-SQL databases). Principal / Senior Software Engineer - Data Science Engineering....
From RichRelevance - Sun, 27 May 2018 09:38:05 GMT - View all Seattle, WA jobs
          Marketing Strategy & Insights Manager (Data Scientist preferred) - Remote - PS3154      Cache   Translate Page   Web Page Cache   
VA-Richmond, Description Your Talent. Our Vision. At Anthem, Inc., it's a powerful combination, and the foundation upon which we're creating greater access to care for our members, greater value for our customers, and greater health for our communities. Join us and together we will drive the future of health care. This is an exceptional opportunity to do innovative work that means more to you and those we serv
          Document worth reading: “Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems”      Cache   Translate Page   Web Page Cache   
Security, privacy, and fairness have become critical in the era of data science and machine learning. More and more we …

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          SQL DBA Best Online Training - Indore, India      Cache   Translate Page   Web Page Cache   
SQL School is one of the best training institutes for Microsoft SQL Server Developer Training, SQL DBA Training, MSBI Training, Power BI Training, Azure Training, Data Science Training, Python Training, Hadoop Training, Tableau Training, Machine Learni...
          Senior Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
Identify analytical solutions for business problems. And a passion for generating business impact. Develop and maintain consultative relationships with key...
From Prudential - Wed, 11 Jul 2018 21:51:46 GMT - View all Newark, NJ jobs
          Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
And a passion for generating business impact. Develop and maintain consultative relationships with key business stakeholders....
From Prudential - Wed, 11 Jul 2018 21:49:38 GMT - View all Newark, NJ jobs
          Data Scientist II - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Azure SQL DW, Redshift, Snowflake. Join the Microsoft Identity division and use petabytes of data to drive data-driven strategic decisions that directly impact...
From Microsoft - Mon, 02 Jul 2018 19:38:33 GMT - View all Redmond, WA jobs
          Senior Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Azure SQL DW, Redshift, Snowflake. Join the Microsoft Identity division and use petabytes of data to drive data-driven strategic decisions that directly impact...
From Microsoft - Tue, 26 Jun 2018 01:26:27 GMT - View all Redmond, WA jobs
          Sr. Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Virtual machine switching); Large scale distributed systems, real-time data analysis, machine learning, windows internals (networking stack and other OS...
From Microsoft - Thu, 09 Aug 2018 04:41:50 GMT - View all Redmond, WA jobs
          Software Development Engineer - Video Advertising (Data Science & Analytics) - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
As a founding team member, you’ll contribute to crucial choices regarding technology selection and architecture....
From Amazon.com - Thu, 02 Aug 2018 07:20:18 GMT - View all Seattle, WA jobs
          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Sr. Data Scientist - Data Visualization Specialist - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
You'll be required to figure out what's important to the business, to specific partners, and intuit core needs from people before they even realize they need it...
From Amazon.com - Thu, 19 Jul 2018 07:49:53 GMT - View all Seattle, WA jobs
          Faculty Member, Computer Science (Databases and Data Science) - University of Saskatchewan - Saskatoon, SK      Cache   Translate Page   Web Page Cache   
The University of Saskatchewan is located on Treaty 6 territory and homeland of the Métis and is located in Saskatoon, Saskatchewan, a city with a diverse and...
From University of Saskatchewan - Fri, 27 Jul 2018 00:18:50 GMT - View all Saskatoon, SK jobs
          [PDF] Download Business Intelligence, Analytics, and Data Science: A Managerial Perspective For Free      Cache   Translate Page   Web Page Cache   

Audiobook [PDF] Download Business Intelligence, Analytics, and Data Science: A Managerial Perspective For Free TXT Read now : https://pollopiyu45r.blogspot.com/?book=0134633288 none
          Strategische Data scientist      Cache   Translate Page   Web Page Cache   
Locatie : Amsterdam CV deadline : 10-8-2018 om 10:00 Start datum : 3-9-2018 Einddatum : 31-12-2018 Aantal uur : 40 per week Tarief : Graag zo scherp mogelijk rond 80/85 Wij zijn op zoek naar een Strategische Data scientist, iemand die zowel technisch als strategisch sterk is...
          Innovation Developer - TeamSoft - Sun Prairie, WI      Cache   Translate Page   Web Page Cache   
Are you interested in topics like machine learning, IoT, Big data, data science, data analysis, satellite imagery or mobile telematics?...
From Dice - Thu, 19 Jul 2018 08:35:55 GMT - View all Sun Prairie, WI jobs
          Marketing Strategy & Insights Manager (Data Scientist preferred) - Remote - PS3154      Cache   Translate Page   Web Page Cache   
VA-Richmond, Description Your Talent. Our Vision. At Anthem, Inc., it's a powerful combination, and the foundation upon which we're creating greater access to care for our members, greater value for our customers, and greater health for our communities. Join us and together we will drive the future of health care. This is an exceptional opportunity to do innovative work that means more to you and those we serv
          Data Scientist - JDC Group - Franklin, TN      Cache   Translate Page   Web Page Cache   
About JDC Group. JDC Group is a technology recruiting and staffing company based in Atlanta, Georgia. Our client is made up of a richly diverse group of...
From JDC Group - Thu, 19 Jul 2018 04:08:38 GMT - View all Franklin, TN jobs
          Marketing Strategy & Insights Manager (Data Scientist preferred) - Remote - PS3154      Cache   Translate Page   Web Page Cache   
VA-Richmond, Description Your Talent. Our Vision. At Anthem, Inc., it's a powerful combination, and the foundation upon which we're creating greater access to care for our members, greater value for our customers, and greater health for our communities. Join us and together we will drive the future of health care. This is an exceptional opportunity to do innovative work that means more to you and those we serv
          Faculty Member, Computer Science (Databases and Data Science) - University of Saskatchewan - Saskatoon, SK      Cache   Translate Page   Web Page Cache   
The University of Saskatchewan is located on Treaty 6 territory and homeland of the Métis and is located in Saskatoon, Saskatchewan, a city with a diverse and...
From University of Saskatchewan - Fri, 27 Jul 2018 00:18:50 GMT - View all Saskatoon, SK jobs
          Vice President, Data Science - Machine Learning - Wunderman - Dallas, TX      Cache   Translate Page   Web Page Cache   
Goldman Sachs, Microsoft, Citibank, Coca-Cola, Ford, Pfizer, Adidas, United Airlines and leading regional brands are among our clients....
From Wunderman - Thu, 26 Apr 2018 16:49:34 GMT - View all Dallas, TX jobs
          Senior Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
Identify analytical solutions for business problems. And a passion for generating business impact. Develop and maintain consultative relationships with key...
From Prudential - Wed, 11 Jul 2018 21:51:46 GMT - View all Newark, NJ jobs
          Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
And a passion for generating business impact. Develop and maintain consultative relationships with key business stakeholders....
From Prudential - Wed, 11 Jul 2018 21:49:38 GMT - View all Newark, NJ jobs
          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Data Scientist Job - USAA - San Antonio, TX      Cache   Translate Page   Web Page Cache   
Proficient level of business acumen in the areas of the business operations, industry practices and emerging trends required....
From USAA - Mon, 16 Jul 2018 11:33:57 GMT - View all San Antonio, TX jobs
          Data scientist      Cache   Translate Page   Web Page Cache   
Voor onze opdrachtgever in Utrecht ben ik op zoek naar meerdere data scientisten. Het gaat om een groot Nederlands bedrijf dat vooraan staat op het gebied van groei en ontwikkeling wat betreft data & analytics. Je gaat werken met data van miljoenen gebruikers, met als doel het gebruik voor consumenten te verbeteren en nieuwe kansen te creëren...
          Data Scientist - Mosaic North America - Jacksonville, FL      Cache   Translate Page   Web Page Cache   
Overview The Data Scientist will be a part of a team chartered to merge and mine large amounts of retail execution, sales and other relevant data to develop...
From Mosaic North America - Fri, 06 Jul 2018 20:26:15 GMT - View all Jacksonville, FL jobs
          Innovation Developer - TeamSoft - Sun Prairie, WI      Cache   Translate Page   Web Page Cache   
Are you interested in topics like machine learning, IoT, Big data, data science, data analysis, satellite imagery or mobile telematics?...
From Dice - Thu, 19 Jul 2018 08:35:55 GMT - View all Sun Prairie, WI jobs
          Scientifiques des données juniors / Junior Data Scientists - ML et AI, OSS Business Exploration - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
The Montreal Business Area Digital Services (BDGS) Solution Area (SA) Operations and Support Subsystem (OSS) Business Exploration team proposes and executes on...
From Ericsson - Mon, 16 Jul 2018 19:23:48 GMT - View all Montréal, QC jobs
          Associate Data Scientist, Computational Intelligence Analytics - PepsiCo - Valhalla, NY      Cache   Translate Page   Web Page Cache   
The Associate Data Scientist, Computational Intelligence Analytics is responsible for gathering data and information from various sources and analyzing to...
From PepsiCo - Thu, 09 Aug 2018 03:15:26 GMT - View all Valhalla, NY jobs
          Paul Writer announces 6th Annual Futurist Business Conclave      Cache   Translate Page   Web Page Cache   

[India], Aug 10 (NewsVoir): Paul Writer on Friday announced the agenda for the 6th Annual Futurist Business Conclave taking place on August 24 at The Leela Ambience, Gurugram.

Co-hosted with Adobe in partnership with LinkedIn and SAP, the 6th Annual Futurist Business Conclave aims to drive discussions around how artificial intelligence (AI) is transforming business. From panel discussions on AI and data disrupting business to customer experience in the digital age, the Futurist Business Conclave is designed to bring together senior professionals from marketing, sales, customer experience backgrounds for a day of networking and learning.

As an added value by-invitation only Masterclasses hosted by SAP and Adobe provide one-on-one specialised learning and interaction opportunities to a select group of CXOs. Cvent is an associate partner for the Conclave.

The esteemed speakers for this year's event include:

-Ayan Bandyopadhyay, Chief Design Evangelist and Mentor of Change, Atal Innovation Mission

-Deepak Tuli, CBO New Business, MakeMyTrip

-Jessie Paul, CEO, Paul Writer

-Maneesh Mittal, Chief Omnichannel, Shoppers Stop

-Manik Nangia, Marketing Director and CDO, Max Life Insurance Co.

-Shakti Goel, Chief of Product and Technology, Faircent

-Sunder Madakshira, Marketing Head, Adobe

-Virginia Sharma, Director of Marketing Solutions, LinkedIn

-Manisha Lath Gupta, Chief Marketing and Digital Officer, Clix Capital

-Anshul Goswami Head, Technology Center, AirAsia

-Nitendra Rajput, Executive Vice President, Head, Data Science - Info Edge

-Gagan Singla, CMO, Angel Broking

This Conclave will also see the unveiling of the Adobe Digi100 and LinkedIn Content 50 lists of elite professionals who are recognised across parameters such as Creativity, Innovation and Effectiveness. The LinkedIn Content 50 list identifies and recognises the top 50 content marketing leaders in India.

The jury is chaired by Virginia Sharma, Director of Marketing Solutions, LinkedIn India, and Ashish Bhasin, Chairman CEO, Dentsu Aegis Network South Asia and members include brand gurus such as Dr. Ananta Singh Raghuvanshi, Executive Director- Sales and Marketing, DLF Home Developers Ltd., KV Sridhar, Founder and Chief Creative Officer, Hyper Collective, Pradeep Chopra, CEO, Digital Vidya, and Sanjay Mehta, Joint CEO, Mirum India among others.

The Adobe Digi100 list recognises the top 100 digital marketing leaders of India. The jury is chaired by Sunder Madakshira, Marketing Head, Adobe, and members include Gagan Singla, CMO, Angel Broking, Anita Nayyar, CEO - India and South Asia, Havas Media Group and CEO - Havas Group, North India and Deepali Naair, Chief Marketing and Digital Officer, IIFL Wealth Management Ltd.

"A year from now businesses that do not grasp and harness AI will become 'old economy'. AI will not just change the way we do business, but also how we engage with each other, evaluate candidates and stay in touch. It's important to be ready for this disruption. This Conclave, which traces its roots to the Futurist CMO Conclave held in 2011, is exactly for this purpose - to bring together India's finest futurist business leaders and discuss how the future is being shaped and share our insights on how to be equipped to succeed," said Jessie Paul, CEO, Paul Writer. (NewsVoir)


          PRACTICAL SSRS 2017 REALTIME Online Training (DELHI)      Cache   Translate Page   Web Page Cache   
SQL School is one of the best training institutes for Microsoft SQL Server Developer Training, SQL DBA Training, MSBI Training, Power BI Training, Azure Training, Data Science Training, Python Training, Hadoop Training, Tableau Training, Machine Learning ...
          LIVE Online Training ON SSRS 2017 WITH PROJECT (DELHI)      Cache   Translate Page   Web Page Cache   
SQL School is one of the best training institutes for Microsoft SQL Server Developer Training, SQL DBA Training, MSBI Training, Power BI Training, Azure Training, Data Science Training, Python Training, Hadoop Training, Tableau Training, Machine Learning ...
          Data Scientist (Data Mining, Ciphers, Cryptography)      Cache   Translate Page   Web Page Cache   
Anson McCade - South West England - Data Scientist (Data Mining, Ciphers, Cryptography) Dublin Currently exploring the market for skilled Data Scientist (Data Mining... and compliance for some of the world’s leading financial institutions! The Ideal Data Scientist (Data Mining, Ciphers, Cryptography) will have the...
          Data Scientist (Data Mining, Ciphers, Cryptography)      Cache   Translate Page   Web Page Cache   
Anson McCade - United Kingdom - Data Scientist (Data Mining, Ciphers, Cryptography) €80,000 – €100,000 Location: United Kingdom Type: Permanent Data Scientist (Data... Mining, Ciphers, Cryptography) Dublin Currently exploring the market for skilled Data Scientist (Data Mining, Ciphers, Cryptography...
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Seattle, WA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all Seattle, WA jobs
          Director, NLP/AI Data Scientist - KPMG - Dallas, TX      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to clients; Translate advanced business analytics problems into...
From KPMG LLP - Mon, 18 Jun 2018 08:21:19 GMT - View all Dallas, TX jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - New York, NY      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all New York, NY jobs
          Process Data Scientist ∞ (Woodbury, MN) - 3M - Woodbury, MN      Cache   Translate Page   Web Page Cache   
Provide strong understanding of internal business segment (stakeholders); Develop and implement valuable data analytics algorithms such as predictive modeling,...
From 3M - Thu, 02 Aug 2018 23:09:26 GMT - View all Woodbury, MN jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Atlanta, GA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:34 GMT - View all Atlanta, GA jobs
          Director, Data Scientist -- Financial Services/Insurance - KPMG - Irvine, CA      Cache   Translate Page   Web Page Cache   
Proposal development experience including the ability to effectively sell business solutions to Insurance clients;...
From KPMG LLP - Sat, 09 Jun 2018 08:23:33 GMT - View all Irvine, CA jobs
          Julia 0.7 arrives but let's call it 1.0: Data science code language hits milestone on birthday      Cache   Translate Page   Web Page Cache   

You-hoo, Pythonistas and Rsters

Julia, the open-source programming language with a taste for science, turned 1.0 on Thursday, six years after its public debut in 2012. The occasion was presented on YouTube, live from JuliaCon 2018 in London.…


          Resume for Computer Vision or Human Computer Interaction - Upwork      Cache   Translate Page   Web Page Cache   
Need a resume which deals with computer vision and human computer interaction projects. I need this resume so that I could apply for jobs. So, a 4 years experience resume on AI needed.

Budget: $20
Posted On: August 10, 2018 09:59 UTC
ID: 213914444
Category: Data Science & Analytics > Machine Learning
Skills: Artificial Intelligence, Computer Vision
Country: India
click to apply
          Business Data Analyst/ Junior Data Scientist - HARMAN International - Richardson, TX      Cache   Translate Page   Web Page Cache   
HARMAN is an Equal Opportunity /Affirmative Action employer. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and...
From Harman International - Fri, 03 Aug 2018 23:33:31 GMT - View all Richardson, TX jobs
          Senior QA Engineer      Cache   Translate Page   Web Page Cache   
CA-Santa Clara, If you are a Senior QA Engineer with strong frontend experience, please read on! We are a health and wellness startup that applies data science, machine learning and other innovative technologies to deliver comprehensive data and analytics. What You Will Be Doing You will design and implement test processes, manage bug fixes and document QA metrics according to industry standards. - Develop test a
          Head of Innovation - Aegon - Denver, CO      Cache   Translate Page   Web Page Cache   
Bachelor’s degree in a technical field or equivalent experience. Leadership experience in startup and/or corporate environments working with data scientists,...
From Aegon - Thu, 19 Jul 2018 03:00:33 GMT - View all Denver, CO jobs
          Data Scientist      Cache   Translate Page   Web Page Cache   
NSW-Sydney, Data Scientist - SYD46781 The Role We are looking for Data Scientists. Through the application of data mining, predictive analytics and machine learning techniques they will support teams across the bank. The ideal candidate is adept at using large data sets and streaming data to find opportunities to help optimise portfolio performance, identify customer needs and test the effectiveness of differ
          Curated list of 70 data science interview questions      Cache   Translate Page   Web Page Cache   
Comments
          Data Scientist - ZF - Northville, MI      Cache   Translate Page   Web Page Cache   
Deep Learning, NVIDIA, NLP). You will run cost-effective data dive-ins on complex high volume data from a variety of sources and develop data solutions in close...
From ZF - Thu, 21 Jun 2018 21:14:15 GMT - View all Northville, MI jobs
          Sr. Data Scientist - Data Visualization Specialist - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
You'll be required to figure out what's important to the business, to specific partners, and intuit core needs from people before they even realize they need it...
From Amazon.com - Thu, 19 Jul 2018 07:49:53 GMT - View all Seattle, WA jobs
          Business Data Analyst/ Junior Data Scientist - HARMAN International - Richardson, TX      Cache   Translate Page   Web Page Cache   
HARMAN is an Equal Opportunity /Affirmative Action employer. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and...
From Harman International - Fri, 03 Aug 2018 23:33:31 GMT - View all Richardson, TX jobs
          Lead Data Engineer (Python, Java & AWS)      Cache   Translate Page   Web Page Cache   
iO Associates - Surrey - Big Data Engineer (Python, Java & AWS) Are you a Big Data Engineer with strong skills in Python development and a Data Science mindset... of a massive transformation from the ground up. The ideal candidate will have good commercial experience across the following: ·Big Data in AWS...
          (Junior) Consultant (m/w) Big Data / Data Engineering / Data Science      Cache   Translate Page   Web Page Cache   
(Junior) Consultant (m/w) Big Data / Data Engineering / Data Science (Junior) Consultant (m/w) Big …
          Data Scientist (m/w)      Cache   Translate Page   Web Page Cache   
Blue Yonder GmbH -- Data Scientist (m/w) Data Scientist (m/w) in Hamburg Blue Yonder ermöglicht es …
          Associate Architect - Microsoft - Seattle, WA      Cache   Translate Page   Web Page Cache   
Experience with at least one of the ML related technologies (SAS, SPSS, RevR, Azure ML, MapR ). Data Scientists bring analytic and delivery leadership to our...
From Microsoft - Fri, 13 Jul 2018 13:41:52 GMT - View all Seattle, WA jobs
          How Sonar Tech and Echolation Bring Smart Tech to Fishing      Cache   Translate Page   Web Page Cache   

When you think of fishing, you're probably thinking of a fairly tranquil, low tech enterprise, undertaking ostensibly to escape from technology, involving a rod, fish hooks, bait, and a case of beer. But, if you need any proof that there's (almost) no industry or activity left untouched by the Internet of Things, this is it. 

Today, technology enables fishing fans to find the best places to fish using data science rather than luck or recommendations from fellow anglers. Lithuanian company Deeper has created a range of products that scan for fish via a small device that can be attached to your fishing line and dropped into the water from a dock or cast out from the shore or a boat. Information from the device is then transmitted to a corresponding mobile phone app via Bluetooth connectivity. The data enables you to monitor the water temperature and subsurface activity, such as the location of fish and vegetation and can distinguish between clumps of bait and actual fish. I met with Chief Innovation Officer, Donatas Malinauskas, to find out more about their products and the company. 


          Software Development Principal Engineer – Data Scientist - DELL - Austin, TX      Cache   Translate Page   Web Page Cache   
Learn more about Diversity and Inclusion at Dell here. Selecting features, building and optimizing classifiers using machine learning techniques....
From Dell - Sat, 07 Jul 2018 11:22:08 GMT - View all Austin, TX jobs
          Sales Engineer - Hitachi Vantara - New York, NY      Cache   Translate Page   Web Page Cache   
Account Managers, internal specialists and customers. Understanding of Data Science and Machine Learning....
From Hitachi Vantara - Sat, 04 Aug 2018 04:47:47 GMT - View all New York, NY jobs
          Data Scientist - Wade & Wendy - New York, NY      Cache   Translate Page   Web Page Cache   
Our team is backed by Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make the...
From Wade & Wendy - Tue, 05 Jun 2018 16:15:49 GMT - View all New York, NY jobs
          Update: qplum - AI-driven Robo Advisor (Finance)      Cache   Translate Page   Web Page Cache   

qplum - AI-driven Robo Advisor 10.5.5


Device: iOS iPhone
Category: Finance
Price: Free, Version: 10.5.3 -> 10.5.5 (iTunes)

Description:

Plan and invest automatically using AI in a portfolio of low-cost, low-risk ETFs.

qplum is an online financial advisor which invests automatically using AI, and data. We invest in portfolios of low-cost Vanguard, iShares, Charles Schwab ETFs. We offer free financial plans tailor-made for your income, expenses, assets, etc. We help build and manage wealth. We are the cutting edge of Robo-Advisors.
Free financial planning, wealth management, Traditional, SEP, Roth IRAs, 401(k) rollovers, retirement, individual, joint, and custodial accounts (UTMA/UGMA), savings goals - We got all financial advice covered!
We have low-risk investment portfolios, high-growth high-return investment portfolios, and everything else for your investing needs.
We offer simple, automated online investment - Download the app for free, get started in less than five minutes, open your account, and let our financial advice make your investments grow.

Who are we?
qplum is a fully automated robo-advisor. We manage wealth online. We are a digital investment advisor which invests through algorithms. We invest in ETFs of US and international stocks, US government bonds, international fixed income, and real estate. Our diversified portfolios use AI and HFT. Think of us as a digital hedge fund, which charges 0.5% annual fees.

qplum was founded by Gaurav Chakravorty, one of the earliest high-frequency traders in the world, and Mansi Singhal, a billion dollar portfolio manager with Brevan Howard, one of the most profitable hedge funds.

We offer:
- AI driven chatbot that offers free financial planning to suit your income, expenses, goals, etc. Now that’s Robo-Advising!
- Diversified ETF portfolios of stock, bond, and real estate ETFs to create wealth.
- Traditional IRA, SEP IRA, Roth IRA, Joint Accounts, 401k Rollovers.
- End-to-end automated trading to save time and effort!
- Account transfer from your existing broker to qplum.
- Monthly auto-deposits to invest every month.
- No additional fee for trading.
- Paperless, online investment experience!

Our strengths:
- AI and data science- We invest through algorithms based on AI and machine learning.
- Stellar portfolio managers and data scientists with proven track record in hedge funds.
- End-to-end automation - Robo-advisor with no human trading.
- Alpha - for returns independent of the stock market.
- Risk management to save you from market crashes.
- Algorithmic execution to buy and sell your products at a better price.
tax loss harvesting to save taxes on investments.
- Daily rebalancing optimized to reduce costs and improve returns.

With this app you can:
- Talk to AI-powered chatbot and get a free financial plan.
- Invest in a blend of our top portfolios.
- Open Traditional, ROTH, SEP IRA accounts.
- Rollover your existing IRA/ 401k into qplum.
- Track the performance of your investments in your ETF portfolio.

Regulated and trusted
- QPLUM LLC is registered with the U.S. Securities and Exchange Commission (SEC) as an Investment Advisor and with the National Futures Association (NFA) as a Commodity Trading Advisor (CTA).
- All Brokerage and Clearing services are provided by, and securities are offered through Apex Clearing Corporation and/or Interactive Brokers, both members of FINRA/SIPC.
- qplum accounts are SIPC protected up to $500,000, including a maximum of $250,000 for cash per customer, against losses resulting from the failure of a broker-dealer. An explanatory brochure is available at www.sipc.org.

The future is free. The future is fair. The future is qplum.

Investment Advisory Services offered through QPLUM LLC. All investments carry risk. This material is for informational purposes and should not be considered specific investment advice or recommendation to any person or organization.Past performance is not indicative of future performance. Read more on our disclaimer and terms of use at www.qplum.co/privacy-terms

What's New

With this update:
- Open TD Ameritrade and Interactive Brokers linked investment accounts
- Support to make transfers above $50K ACH limit with wire transfers
- More detailed Monthly Auto-Deposits summary for invested accounts
- Invest one-time or monthly when opening a new account
- Better context for in-progress events on your invested accounts

qplum - AI-driven Robo Advisor


          Principal Data Scientist - Rio Tinto - Montréal, QC      Cache   Translate Page   Web Page Cache   
Python (Sci-kit Learn, numpy, pandas, Tensorflow, Keras), R, Matlab, SQL. Scientifique principal des données — Montréal....
From Rio Tinto - Wed, 01 Aug 2018 11:02:26 GMT - View all Montréal, QC jobs
          Lead Software Engineer, AI/data science - IVADO Labs - Montréal, QC      Cache   Translate Page   Web Page Cache   
Understanding of one or more of the modern AI/data science and data manipulation programming languages/libraries (e.g., Python, Scikit-Learn, Pandas, etc.)....
From IVADO Labs - Sat, 07 Jul 2018 03:11:55 GMT - View all Montréal, QC jobs
          Data Scientists / AI & Machine Learning Engineer - IVADO Labs - Montréal, QC      Cache   Translate Page   Web Page Cache   
Experience implementing AI/data science algorithms using one or more of the modern programming languages/frameworks (e.g., Python, Pandas, Scikit-learn,...
From IVADO Labs - Sat, 05 May 2018 03:10:45 GMT - View all Montréal, QC jobs
          Software Engineer/Full Stack Developer - IVADO Labs - Montréal, QC      Cache   Translate Page   Web Page Cache   
Understanding of one or more of the modern AI/data science and data manipulation programming languages/libraries (e.g., Python, Scikit-Learn, Pandas, etc.)....
From IVADO Labs - Sat, 05 May 2018 03:10:42 GMT - View all Montréal, QC jobs
          Data Scientist      Cache   Translate Page   Web Page Cache   
One of the UK's leading providers of skilled technical resource supporting the financial services are offering fantastic contract opportunities within the financial services industry for an experienced Data Scientist.For this Scientist role, the rate on offer is up to £600 per day for an initial period of 3 months. Y..
          Academic Manager for Data Science - Lienedge Technologies - Kolkata, West Bengal      Cache   Translate Page   Web Page Cache   
Rich Experience in data analytics, data science, business analytics. We are currently hiring for academic managers ( data science, data analytics, business... ₹7,00,000 - ₹9,00,000 a year
From Indeed - Wed, 25 Jul 2018 06:18:53 GMT - View all Kolkata, West Bengal jobs
          Sr Data Scientist      Cache   Translate Page   Web Page Cache   
GA-Atlanta, Sr Data Scientist Driving Infinite Possibilities Within A Diversified, Global Organization Honeywell is a Fortune 100 company with global sales surpassing $40B and has been one of Fortune's Most Admired Companies for over a decade. Through innovation, the Company brings together the physical and digital world to tackle some of the toughest societal and business problems - making the world a more p
          Offer - ONLINE SAP FICO TRAINING IN INDIA - USA      Cache   Translate Page   Web Page Cache   
ONLINE SAP FICO TRAINING IN INDIASOFTNSOL is a Global Interactive Learning company started by proven industry experts with an aim to provide Quality Training in the latest IT Technologies. SOFTNSOL offers SAP FICO Online Training. Our trainers are highly talented and have Excellent Teaching skills. They are well experienced trainers in their relative field. Online training is your one stop & Best solution to learn SAP FICO Online Training at your home with flexible Timings.We offer SAP FICO Online Trainings conducted on Normal training and fast track training classes.SAP FICO ONLINE TRAINING We offer you :1. Interactive Learning at Learners convenience time2. Industry Savvy Trainers3. Learn Right from Your Place4. Advanced Course Curriculum 5. 24/7 system access6. Two Months Server Access along with the training 7. Support after Training8. Certification Guidance We have a third coming online batch on SAP FICO Online Training.We also provide online trainings on SAP ABAP,SAP WebDynpro ABAP,SAP ABAP ON HANA,SAP Workflow,SAP HR ABAP,SAP OO ABAP,SAP BOBI, SAP BW,SAP BODS,SAP HANA,SAP HANA Admin, SAP S4HANA, SAP BW ON HANA, SAP S4HANA,SAP S4HANA Simple Finance,SAP S4HANA Simple Logistics,SAP ABAP on S4HANA,SAP Success Factors,SAP Hybris,SAP FIORI,SAP UI5,SAP Basis,SAP BPC,SAP Security with GRC,SAP PI,SAP C4C,SAP CRM Technical,SAP FICO,SAP SD,SAP MM,SAP CRM Functional,SAP HR,SAP WM,SAP EWM,SAP EWM on HANA,SAP APO,SAP SNC,SAP TM,SAP GTS,SAP SRM,SAP Vistex,SAP MDG,SAP PP,SAP PM,SAP QM,SAP PS,SAP IS Utilities,SAP IS Oil and Gas,SAP EHS,SAP Ariba,SAP CPM,SAP IBP,SAP C4C,SAP PLM,SAP IDM,SAP PMR,SAP Hybris,SAP PPM,SAP RAR,SAP MDG,SAP Funds Management,SAP TRM,SAP MII,SAP ATTP,SAP GST,SAP TRM,SAP FSCM,Oracle,Oracle Apps SCM,Oracle DBA,Oracle RAC DBA,Oracle Exadata,Oracle HFM,Informatica,Testing Tools,MSBI,Hadoop,devops,Data Science,AWS Admin,Python, and Salesforce .Experience the Quality of our Online Training. For Free Demo Please ContactSOFTNSOL : India: +91 9573428933USA : +1 929-268-1172WhatsApp: +91 9573428933Skype id : softnsoltrainingsEmail id: info@softnsol.comWebsite : http://softnsol.com/.
          DataRobot Announces Automated Time Series Solution that Allows Frontline Business People to Predict the Future      Cache   Translate Page   Web Page Cache   

New Offering Solves Time-Dependent Business Problems with Nutonian’s Eureqa Forecasting Technology and DataRobot’s Automated Machine Learning Breakthroughs Boston, August 9, 2018 — DataRobot, the pioneering architects of automated machine learning, today announced the general availability of DataRobot Time Series. Following an extensive collaboration with more than 75 customers and world-class data scientists, this latest breakthrough...

The post DataRobot Announces Automated Time Series Solution that Allows Frontline Business People to Predict the Future appeared first on DataRobot.


          Staff Software Engineer / Data Scientist      Cache   Translate Page   Web Page Cache   
CT-East Hartford, Businesses PRATT & WHITNEY Job ID 66832BR Date posted 05/31/2018 City East Hartford State Connecticut Country US The P&W Military Engines Digital Strategy team is looking for a Digital Strategy Integration Manager. This position has two distinct job functions: 1) Explore and demonstrate possible applications of Data Science in the P&W Military businesses, and 2) Manage large scale projects using A
          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Viacom Reports Third Quarter Results      Cache   Translate Page   Web Page Cache   
Viacom Reports Third Quarter Results

Diluted EPS was $1.27; Adjusted Diluted EPS Grew in the Quarter, Increased 4% Year-to-Date

Paramount Pictures Turnaround Drove Increased Filmed Entertainment Profitability in the Quarter, with Adjusted Operating Income Up $160 Million Year-to-Date

Media Networks Delivered Sequential Improvement in Domestic Affiliate Revenue Growth, Strong Gains in Year-Over-Year Ancillary Revenues and Benefits of Cost Transformation



NEW YORK - Viacom Inc. (NASDAQ: VIAB, VIA) today reported financial results for the third quarter of fiscal 2018 ended June 30, 2018.

Bob Bakish, President and Chief Executive Officer, said, “Viacom produced another quarter of strong progress, with clear evidence that our turnaround is delivering results and that our evolution into a truly global, multiplatform, brand- and IP-driven entertainment company is well underway. Paramount Pictures is revitalized, with outstanding box office performance and growing television production revenues driving substantial gains in profitability. Our Media Networks brands posted significant gains in both linear flagship share and digital consumption, in addition to sequential improvements in domestic affiliate revenue growth.

“In the quarter, Viacom concluded a strong advertising upfront that combined robust price increases, as well as improved packaging that included increased demand for our advanced marketing solutions. Additionally, we continued to diversify our business with growth in worldwide live event attendance and the expansion of a cross-company studio production initiative that leverages our sizable creative assets and global capabilities to drive incremental opportunities.

“This improvement in operating performance -- combined with meaningful actions over the past 18 months to de-lever our balance sheet -- have resulted in a stronger credit profile to help support Viacom’s return to long-term sustainable growth. We remain focused on building this momentum with an even stronger September quarter as we continue to position Viacom for the future.”



Revenues in the third fiscal quarter decreased 4% to $3.24 billion. Operating income grew 1% to $752 million, principally driven by a restructuring charge in the prior year quarter and improvement in Filmed Entertainment operating results. Adjusted operating income decreased 5% to $767 million in the quarter. Net earnings from continuing operations attributable to Viacom declined to $511 million, primarily due to the gain on sale of an investment in EPIX in the prior year quarter. Adjusted net earnings from continuing operations attributable to Viacom increased 1% to $475 million in the quarter. Diluted earnings per share decreased $0.42 to $1.27 in the quarter, and adjusted diluted earnings per share increased $0.01 to $1.18.

MEDIA NETWORKS

Media Networks increased its momentum with growth in television share, significant gains in digital consumption and live event attendance, sequential improvement in domestic affiliate revenue growth and savings from cost transformation initiatives.

Media Networks revenues decreased 2% to $2.50 billion in the quarter, as a 17% increase in worldwide ancillary revenues to $158 million was more than offset by a 4% decrease in worldwide advertising revenues to $1.19 billion and a 3% decrease in worldwide affiliate revenues to $1.15 billion. Domestic and international revenues each declined 2% in the quarter to $1.99 billion and $509 million, respectively. Excluding a 2-percentage point unfavorable impact from foreign exchange, international revenues were flat in the quarter.


Viacom has delivered sequential improvement in domestic affiliate revenue growth through fiscal 2018. (Credit: Viacom)

Domestic advertising revenues decreased 3% to $922 million, reflecting lower linear impressions, partially offset by higher pricing and growth in Advanced Marketing Solutions revenues, which increased 33%. International advertising revenues decreased 4% to $269 million, driven by an unfavorable impact from foreign exchange. Excluding a 5-percentage point unfavorable impact from foreign exchange, international advertising revenues increased 1% in the quarter.

Domestic affiliate revenues decreased 3% to $978 million, a sequential improvement of 100-basis points from the prior quarter. Excluding the impact of SVOD revenues in the quarter, domestic affiliate revenues were flat. International affiliate revenues declined 2% to $175 million in the quarter.

Domestic ancillary revenues increased 31% to $93 million, driven by revenues from live events and consumer products, while international ancillary revenues increased 2% to $65 million.

Benefits from cost transformation initiatives helped drive a 2% decrease in SG&A expenses for the quarter.

Adjusted operating income for Media Networks decreased 8% to $799 million in the quarter, primarily reflecting lower segment revenues.


Viacom brands continue to increase audience share -- up 8% year-over-year in the third quarter of fiscal 2018. (Credit: Viacom)

Performance highlights:

-- Viacom flagship brands grew year-over-year audience share for the fifth consecutive quarter, and Viacom continues to hold the top share of basic U.S. cable viewing among key demos, including Adults 18-34, African Americans 18-49 and Kids 2-11, among others.

- MTV was the fastest growing network in primetime among the top 50 broadcast and cable channels in the Adults 18-34 demo for the quarter. It has increased year-over-year primetime ratings for four straight quarters -- its best streak in seven years -- and, collectively with VH1, held nine of the top 10 unscripted cable series this year. The second season premiere of Floribama Shore in July 2018 brought in nearly 1 million viewers, with ratings up double-digits from its series debut.

- BET posted its highest-rated third quarter since 2014 -- up 24% in C3 among Adults 18-49 -- culminating in the 2018 BET Awards, cable’s #1 awards show for the fourth straight year.

- Comedy Central produced its biggest year-over-year primetime ratings gain for a quarter since fiscal 2014. The network continued to broaden its audience base, growing year-over-year ratings among women 18-49 for seven consecutive months as of July 2018.

- The premiere week of Nickelodeon’s Double Dare averaged 1.4 million viewers, making it the most-watched series debut on kids’ TV so far in 2018.

- Paramount Network’s Yellowstone is the most watched scripted cable series of 2018 after The Walking Dead, with an average audience of approximately 4.4 million viewers in Live+3.

- VH1 has delivered 12 consecutive quarters of year-over-year share growth. Franchise favorite RuPaul’s Drag Race garnered 12 Emmy nominations in 2018 -- the most for any unscripted series on TV.

-- Viacom Digital Studios continues to drive tremendous growth in digital consumption of its content, increasing quarterly total video views and watch-time 112% and 104% year-over-year, respectively. Since the third quarter of fiscal 2016, the company has tripled its total digital video streams across O&O and social platforms to 7.0 billion in the quarter. Additionally, Nick’s Noggin app has flourished on Amazon Prime Video Channels, with strong subscriber growth since its launch on the platform in May 2018.

-- The company secured distribution of leading Viacom brands on the new AT&T Watch entertainment-only skinny bundle service. The partnership expands the broad representation of Viacom networks across the AT&T subscriber footprint through a new, differentiated platform that targets mobile users.

-- Viacom’s Media Networks is quickly executing on the company’s studio production strategy to create and license content for digital and linear partners. Viacom International Studios launched in the quarter, uniting the extensive production capabilities of Telefe and majority-owned Brazilian comedy brand Porta dos Fundos with those of Viacom’s Latin American brands. VIS is already producing shows for Netflix, Amazon, Telemundo and Fox, among others. In the U.S., Nickelodeon delivered its first title under a multi-year agreement with Netflix to produce and license animated series Pinky Malinky. And MTV Studios, launched in June, will capitalize on one of the TV industry’s largest libraries of youth-focused and music-related IP in the world that -- up until now -- has been largely untapped.

-- Accelerating the growth of Viacom’s live events business, Bellator formed a nine-figure, multi-year distribution partnership with global sports streaming service DAZN that positions the league to become an even more significant player in MMA. The sixth annual BET Experience attracted 165,000 attendees, and cable’s #1 comedy brand also continued to build success in live events, with more than 45,000 fans attending Comedy Central’s second annual Clusterfest in June 2018.

FILMED ENTERTAINMENT


Paramount Pictures continues to improve adjusted operating income, and was profitable in the second and third quarters of fiscal 2018. (Credit: Viacom)

Paramount Pictures is delivering on its turnaround, with strong current quarter releases driving domestic theatrical revenues up 58%, continuing growth in television production and increasing profitability.

Filmed Entertainment revenues decreased 9% to $772 million in the quarter, as a 20% increase in domestic revenues to $464 million was more than offset by a 33% decline in international revenues to $308 million. Theatrical revenues were down 21% to $208 million principally due to lower carryover revenues. Domestic theatrical revenues grew 58%, driven by the strong performance of current quarter releases A Quiet Place and Book Club, while international theatrical revenues decreased 58%, reflecting comparisons against the release of Transformers: The Last Knight and Ghost in the Shell in the prior year quarter. Licensing revenues increased 35% to $404 million in the quarter, primarily due to the release of Paramount Television product, including the second season of 13 Reasons Why. Domestic licensing revenues were up 122%, while international licensing decreased 8%. Home entertainment revenues declined 45% to $119 million, reflecting the mix and number of titles in release. Domestic and international home entertainment revenues decreased 47% and 41%, respectively. Ancillary revenues decreased 38% to $41 million, with domestic and international ancillary revenues down 40% and 27%, respectively.

Filmed Entertainment reported adjusted operating income of $44 million in the quarter compared to $9 million in the prior year quarter, an improvement of $35 million that reflects lower operating expenses and higher domestic revenues driven by the strong performance of current quarter releases and television production.

Performance highlights:

- Paramount Pictures has improved adjusted operating income in six consecutive quarters, and was profitable in the second and third quarters of fiscal 2018.

- A Quiet Place has grossed more than $188 million domestically to date, making it the second highest grossing horror film in the U.S. over the past decade. The film has so far earned more than $332 million at the worldwide box office at a production cost of approximately $20 million.
Released in May 2018, Book Club has gone on earn more than $68 million to date at the domestic box office -- more than six times its acquisition cost of $10 million.

- The fourth quarter release of Mission: Impossible - Fallout grossed nearly $330 million globally in its first two weekends -- the biggest opening ever for the franchise. The film has received universal acclaim, with critics hailing it as the best in the series.

- Looking ahead to the fall, Paramount Players and BET will release Tyler Perry’s Nobody’s Fool -- starring Tiffany Haddish and Tika Sumpter -- followed by the studio’s November 2018 release of World War II horror film Overlord, produced by J.J. Abrams. Including the recently announced live-action adaptation of the iconic Nickelodeon series Rugrats, Paramount Players has already slated at least five branded feature films with Viacom’s leading media networks.

- In all, Paramount’s fiscal 2019 slate will nearly double the number of worldwide theatrical releases compared to fiscal 2018.

- Paramount Television has continued to drive substantial growth in licensing revenues from hit series, including the second season of 13 Reasons Why. The Alienist, which Paramount produced for TNT, received six Emmy nominations, including Outstanding Limited Series. And Amazon ordered a second season of Tom Clancy’s Jack Ryan well before the series premieres in August 2018. Paramount TV is expected to double its production output in 2019, and currently has 19 series ordered or in production.

BALANCE SHEET AND LIQUIDITY


In two years, Viacom has tripled digital video streams across owned & operated and social platforms -- to 7 billion in the third quarter of fiscal 2018. (Credit: Viacom)

Continued progress in operating performance over the last 18 months, including increased Filmed Entertainment profitability, sequential improvement in domestic affiliate revenue growth and strong gains in Viacom International Media Networks, combined with de-levering actions taken, are driving an improved credit outlook.

The Company’s cash balance was $929 million at June 30, 2018, a decrease from $1.39 billion at September 30, 2017. In the nine months, net cash provided by operating activities increased $343 million, or 52%, to $997 million, free cash flow increased $380 million, or 74%, to $895 million and operating free cash flow increased $347 million, or 63%, to $895 million.

At June 30, 2018, total debt outstanding was $10.09 billion, compared with $11.12 billion at September 30, 2017, a reduction of $1.03 billion.

About Viacom

Viacom is home to premier global media brands that create compelling entertainment content - including television programs, motion pictures, short-form content, games, consumer products, podcasts, live events and social media experiences - for audiences in 183 countries. Viacom’s media networks, including Nickelodeon, Nick Jr., MTV, BET, Comedy Central, Paramount Network, VH1, TV Land, CMT, Logo, Channel 5 (UK), Telefe (Argentina), Colors (India) and Paramount Channel, reach approximately 4.3 billion cumulative television subscribers worldwide. Paramount Pictures is a major global producer and distributor of filmed entertainment. Paramount Television develops, finances and produces original programming for television and digital platforms.

For more information about Viacom and its businesses, visit www.viacom.com. Viacom may also use social media channels to communicate with its investors and the public about the company, its brands and other matters, and those communications could be deemed to be material information. Investors and others are encouraged to review posts on Viacom’s company blog (blog.viacom.com), Twitter feed (twitter.com/viacom) and Facebook page (facebook.com/viacom).

Cautionary Statement Concerning Forward-Looking Statements

This news release contains both historical and forward-looking statements. All statements that are not statements of historical fact are, or may be deemed to be, forward-looking statements. Forward-looking statements reflect our current expectations concerning future results, objectives, plans and goals, and involve known and unknown risks, uncertainties and other factors that are difficult to predict and which may cause future results, performance or achievements to differ. These risks, uncertainties and other factors include, among others: the public acceptance of our brands, programs, motion pictures and other entertainment content on the various platforms on which they are distributed; technological developments, alternative content offerings and their effects in our markets and on consumer behavior; the potential for loss of carriage or other reduction in the distribution of our content; significant changes in our senior leadership and the ability of our strategic initiatives to achieve their operating objectives; economic fluctuations in advertising and retail markets, and economic conditions generally; evolving cybersecurity and similar risks; the impact of piracy; increased costs for programming, motion pictures and other rights; the loss of key talent; competition for content, audiences, advertising and distribution; fluctuations in our results due to the timing, mix, number and availability of our motion pictures and other programming; other domestic and global economic, political, business, competitive and/or regulatory factors affecting our businesses generally; changes in the Federal communications or other laws and regulations; and other factors described in our news releases and filings with the Securities and Exchange Commission, including but not limited to our 2017 Annual Report on Form 10-K and reports on Form 10-Q and Form 8-K. The forward-looking statements included in this document are made only as of the date of this document, and we do not have any obligation to publicly update any forward-looking statements to reflect subsequent events or circumstances. If applicable, reconciliations for any non-GAAP financial information contained in this news release are included in this news release or available on our website at www.viacom.com.

You can read Viacom's press release featuring the company's 3rd Quarter 2018 report in full, including tables of Viacom's statements and balance sheets, here on BusinessWire.com.

Via the official Viacom Corporate Blog:

Viacom’s Q3 2018 Earnings Demonstrate Turnaround, Evolution Into Global Multi-Platform Entertainment Company

Viacom released its third quarter 2018 financial results today, articulating progress on its turnaround and detailing Viacom’s evolution beyond its linear roots and into a global multiplatform company.

“Viacom produced another quarter of strong progress, with clear evidence that our turnaround is delivering results and that our evolution into a truly global, multiplatform, brand- and IP-driven entertainment company is well underway,” said Viacom President and Chief Executive Officer Bob Bakish.

Viacom’s core media networks business continues to increase share, Paramount Pictures is surging and profitable, domestic affiliate revenues are up sequentially, and new initiatives are helping to build ad sales strength. Even as these traditional business drivers stabilize, Viacom continues to transform itself by feeding booming digital consumption, growing its Advanced Marketing Solutions (AMS) portfolio, increasing its number of live events, and establishing a burgeoning cross-portfolio studio model that opens significant opportunities for third-party production.

A RESURGENT BUSINESS

Over the past several quarters, Viacom has revitalized four core elements of its business – Paramount Pictures, media networks’ audience share, ad sales, and its domestic affiliate business – while continuing to strengthen its balance sheet and improve its credit rating.

“This improvement in operating performance – combined with meaningful actions over the past 18 months to de-lever our balance sheet – have resulted in a stronger credit profile to help support Viacom’s return to long-term sustainable growth,” said Bakish. “We remain focused on building this momentum with an even stronger September quarter as we continue to position Viacom for the future.”

Here’s a look at how Viacom’s core business elements demonstrated a resurgence in the latest quarter:

Paramount Pictures continues profitability on theatrical hits, television production strength

Paramount’s new management team kicked off their slate with a pair of hits: A Quiet Place brought in $188 million domestically (and another $144 million internationally), on a $20 million budget, while Book Club, acquired for $10 million, raked in $68 million. After growing operating income for six consecutive quarters, Paramount Pictures reached profitability over the past two, with domestic revenue surging 58 percent year-over-year (YOY) in Q3. This trend is expected to continue during the fourth quarter on the strength of the well-reviewed Mission: Impossible – Fallout, which has earned more than $330 million globally – a record open for the franchise – since its July 27 debut.

The studio’s Paramount Television production arm continued to show strong growth, and is aiming for $400 million in revenues for fiscal 2018 behind licensing income from acclaimed series such as the second season of Netflix’s 13 Reasons Why and The Alienist, which earned six Emmy nominations.

With deepened and expanded distribution deals, affiliate revenue is headed back toward growth

As Viacom has renewed or closed major affiliate renewals, the company has often broadened the agreements’ scope to include advanced advertising and co-production elements. Viacom has also captured new distribution, returning in full to Charter and Suddenlink and establishing carriage on vMVPD bundles, such as AT&T Watch. Domestic affiliate revenue has improved sequentially throughout fiscal 2018, and Viacom anticipates growth of one percent in the fourth quarter.

Viacom’s flagship media networks continue to grow audience share behind ratings strength

For the fifth consecutive quarter, Viacom’s flagship brands achieved YOY share growth as a unit. MTV is the fastest-growing network in primetime among the top 50 cable and broadcast channels in its target demo of adults 18 to 34, and the network has recorded YOY primetime ratings gains for four consecutive quarters. Combined, VH1 and MTV own nine of the quarter’s top 10 unscripted cable series. BET (up 23 percent in live-plus same day ratings among adults 18 to 49), and Comedy Central (recording its largest YOY primetime quarterly ratings gain since 2014), also delivered strong quarters.

Viacom’s move into premium content with the Paramount Network also showed momentum, with Western drama Yellowstone compiling an average of approximately 4.4 million live-plus-three-day viewers, good for the year’s most-watched scripted cable series after The Walking Dead.

Advertising Sales are gaining momentum behind Viacom’s Advanced Marketing Solutions portfolio

Strengthened brands and Viacom’s AMS portfolio – which includes branded content, advanced advertising technologies, and experiential offerings – helped drive the company’s best Upfront pricing in five years. AMS revenue grew 33 percent for the quarter, driving projections of a $300 million haul for the year and a return to growth for ad sales in fiscal 2019. Fox is also licensing Viacom’s ad-targeting Vantage product, an additional incremental revenue stream that validates AMS’ sophistication and value.

EVOLVING INTO A MULTI-PLATFORM, GLOBAL, BRAND- AND IP-DRIVEN ENTERTAINMENT COMPANY

As Viacom transforms elements of its core business, the company has also been evolving to thrive in a digital and mobile landscape. Here’s a closer look at the three key initiatives – expanding the digital footprint, establishing a broader studio production business, and growing live events and adjacent businesses – that are driving the company’s evolution:

Digital consumption explodes under the Viacom Digital Studios umbrella

Behind the fast-growing Viacom Digital Studios, Viacom tripled its total digital streams since Q3 2016 to approximately 7 billion in this quarter, while recording YOY jumps in video views and watch time of 112 and 104 percent, respectively. The acquisition of Gen Z-focused digital video producer Awesomeness should further drive Viacom’s momentum in this space.

Viacom is building a cross-portfolio studio production operation that is aiming to be a $1 billion global, episodic content production business by 2020

From its launch in 2013, Paramount Television grew into a $400 million business, and Viacom is now expanding this studio production model across its portfolio. With deep vaults of intellectual property to feed the insatiable global demand for content, Viacom’s brands are ideally situated to feed this pipeline: Nickelodeon has already forged a deal to produce two seasons of Pinky Malinky for Netflix, while MTV Studios will leverage assets like The Real World, Daria, Made and others from its enormous and largely untapped youth-focused IP library. More deals are on the way, and other Viacom brands will soon launch their own studio models. Meanwhile, the newly formed Viacom International Studios is already producing Spanish- and Portuguese-language shows for Netflix, Amazon, Telemundo, Fox and others.

Live events attendance is becoming a substantial business driver

Demonstrating the power of its brands to transcend screens and translate across a variety of experiences, Viacom drew millions of fans to 65 branded live events – including Comedy Central Clusterfest, the BET Experience and Viacom’s first Vidcon – in the first three quarters of fiscal 2018. At the cross-section of live events and digital platforms, Bellator inked a nine-figure, multi-year distribution deal with global sports streaming service DAZN that will double Bellator’s revenue and make the organization profitable. Live events helped Viacom drive ancillary domestic revenues up 31 percent YOY during the quarter, to $93 million.

Viacom will wrap up its fourth quarter and full fiscal year in September. To see what Viacom will debut in the months ahead, scroll through the timeline below, or click here to view the full-screen version.



--Ends--

Below is Viacom's Q3 2018 Results Earnings Call Transcript, in which Viacom Management discusses the company's Q3 2018 Results, featuring the bits about Nickelodeon, from The Motley Fool:

James Bombassei -- Senior Vice President of Investor Relations and Treasurer: [...] And now I'll turn the call over to Bob.

Robert Bakish -- President and Chief Executive Officer

Thanks, Jim, and good morning, everyone. Thank you so much for joining us. I'm pleased to update you on our progress to grow Viacom and position it for the future. When you look at what we achieved in Q3 and our momentum in Q4, I think you will clearly see that the Viacom turnaround is delivering demonstrable and measurable results. And you will also see how quickly we are evolving to be much more than a U.S. pay TV network company. In fact, through this combination of turnaround and evolution, we're setting Viacom up for success as a truly multiplatform, global, brand and IP-driven entertainment company.

Before we take you through a whole set of facts supporting this statement, let me first touch on some high-level financials. Q3 represents our second consecutive quarter of adjusted diluted EPS growth and, year-to-date, adjusted diluted EPS is up 4%. Underlying that, we are reporting compelling improvements in domestic affiliate sales and worldwide ancillary revenues and strong profitability improvement at Paramount. Looking to the September quarter, we now project strong adjusted OI growth and double digit growth in EPS.

Wade will take you through the numbers in detail, but before he does, let's focus on our operations, where we've continued to execute on both the turnaround and the evolution of this company. As I speak to this, I'd encourage you to refer to our earnings presentation on our website, which tracks the discussion.

I'll start with four key areas that were clearly challenged when this management team took over. Notably, U.S. distribution, the audience performance of our networks, the trajectory of U.S. ad sales, and the state of Paramount Pictures. And in each, I'll highlight just how dramatically the picture has changed for the better.

First, our domestic affiliate business, a critical area that was considered a significant uncertainty 18 months ago but now is a key turnaround story. By rebuilding and expanding our relationships with distribution partners, we closed major renewals, secured incremental carriage, and broadened the scope of our partnerships to include advanced advertising and coproduction deal. At the same time, we laid the groundwork for new areas of growth, including most recently securing carriage in the AT&T Watch entertainment-only mobile bundle. We also participated in a funding round that ensures Philo, an entertainment-only OTT skinny bundle, has the resources to drive its next leg of growth.

Importantly, we also see improvement in Viacom pay TV subscriber trends, with our sub-declines now moderating to the mid-1% range. This, driven by the full return of Viacom networks to Charter and Suddenlink systems and continued vMVPD growth. All of these efforts delivered sequential domestic affiliate revenue improvement throughout fiscal '18, including in Q3, and we now anticipate domestic affiliate revenue growth of 1% in Q4, compelling evidence of just how far our turnaround has come in this critical area.

The second area of turnaround is viewership on our domestic media networks. Here we have another strong story of continued improvement. In fact, Viacom flagship brands have now produced five straight quarters of year-over-year share growth, with particular strength at MTV, BET, and Comedy Central.

Eighteen months ago, MTV was deemed by many to be a network in decline and at risk of becoming culturally irrelevant. Well, times have changed. If you haven't been following this turnaround closely, here are a few key facts. Since last summer, the network has had four consecutive quarters of year-over-year primetime ratings growth, its best streak in seven years, while dramatically increasing its digital consumption.

In fact, in Q3, MTV is the fastest growing network in prime across cable and broadcast in its 18-34 target demo. And in 2018, it has launched five of the Top 10 unscripted cable series, with a mix of franchise IP, like Jersey Shore, international IP, like Ex on the Beach, and new IP, like Siesta Key and Floribama Shore. Add VH1 and we have nine out of the top 10 unscripted series on cable this year and it's the top nine, all while reducing cost by an average of 30% per episode. As you can see, there is depth and breadth to their success and, based on the slate that's coming for 2019, the team is truly just getting started.

BET also continues to deliver. Cable's No. 1 destination for Black entertainment and culture has now grown share and ratings by double digits year-over-year in three of the four quarters, including this last one, its highest rated Q3 since 2014.

And at Comedy Central, here, too, the story is strong. Q3 saw the network's largest year-over-year primetime ratings increases since fiscal '14. And Comedy just closed out an even bigger July, growing double digits in both total day and primetime, driven by continued gains among women 18-49, a key component of its go-forward strategy to broaden the network.

And we're building on strength outside the U.S., too, where our International Networks business continues to perform and is expected to deliver a record earnings year. In particular, we've had success programming our largest free-to-air broadcast networks overseas: Telefe in Argentina and Channel 5 in the UK. For example, in Argentina, we're the No. 1 broadcast network, which has four hit shows that have an audience share of over 45%.

That said, we do have ratings softness at Nickelodeon and Paramount Network in the U.S. that has slowed our return to growth in domestic ad revenue. But we've made a series of changes, including with Nick management, and put strategies in place to address those challenges and the early signs are encouraging.

At Nick, we are in the late stages of a thorough search for new permanent leadership but we have not been waiting to act. Our interim management team has been aggressively implementing change, while simultaneously working on a new go-forward plan, and their work is already starting to produce results. In fact, Nickelodeon has reduced its ratings declines so far in the fourth quarter, with ratings improving from minus 20+ to minus 12 and minus 2 over the last two weeks. And Nick recently delivered its highest total day weekly rating in over six months. This is a function of a series of scheduling changes, as well as new programming, like Double Dare, which debuted as the most viewed kids series this year.

As for Paramount Network, its growth will come as its programming slate builds. And the good news is our originals are working. The channel's most recent scripted series, Yellowstone, delivered on our very high expectations, with the latest episode delivering the highest live plus three waiting on people 18-49 to date. The show is averaging nearly 4.4 million viewers in live plus three and is now the year's most watched scripted series on cable after The Walking Dead.

Moving to ad sales, as I mentioned, some ratings softness prevented sequential improvement in the quarter. But, very importantly, in Q3, we continued to set the foundation for growing and evolving this area of our business. The stabilization in Nick's ratings that we have recently seen will benefit ad sales. But the bigger point is the strength of the upfront. We drove our strongest upfront pricing in five years, with mid- to high single digit growth across all our cable networks, reflecting the improved strength of our brands and greater share of viewership across our portfolio.

Beyond linear pricing, the upfront also reflected the power and demand for our Advanced Marketing Solutions portfolio. As a reminder, AMS includes our branded content, advanced advertising, and experiential offerings. In Q3, our AMS portfolio delivered revenue growth of 33% year-over-year. As a result of our continued progress, we remain on track to deliver AMS revenue of approximately $300 million in the full year, setting up a return to overall ad sales growth in 2019.

Lastly, on AMS, I'm pleased to announce that Fox has agreed to license the powerful data science platform behind Viacom Vantage, our ad targeting product. Fox will be the first media partner to use the Vantage engine to power its linear optimization service across its networks. This is a powerful validation of our leadership in the space. As we work to secure additional licensing partnerships with publishers, we're excited by the potential of this new business to accelerate the ecosystem and evolve into an incremental revenue stream.

Fourth in the turnaround story is Paramount Pictures, another area which, much like MTV, many had written off but where we're now seeing a very different picture. The resurgence of Paramount is evident in its continuing box office success, thriving TV production business, and now six straight quarters of OI improvement. As a reminder, our theatrical release strategy is two-fold: make targeted films for somebody or broad films for everybody, with price points to match.

That strategy is paying off, as illustrated by our three most recent hits. Our more targeted releases of A Quiet Place and Book Club together saw a domestic box office of over $250 million at a combined production and acquisition cost of $30 million. The pair clearly demonstrates the strength in the new management team, their ability to make and market great movies, and to creatively and efficiently manage distribution and costs. Of course, the latest broad hit is Mission Impossible: Fallout, which had the most successful opening of the franchise and is a global blockbuster by every measure. Coming out of the second weekend of its run, the film has generated already just short of $330 million at the global box office, with many key markets, including China, still to come.

And we're very excited about the pipeline. Up next this fall is Nobody's Fool, starring Tiffany Haddish. This is Tyler Perry's first feature for BET and Paramount Players under our cross-house deal. In all, Paramount's fiscal 2019 slate will nearly double the number of worldwide theatrical releases compared to 2018 and, consistent with the flagship strategy we unveiled last year, it includes at least five films from Paramount Players that will bring our TV brands to life on the big screen.

And speaking of TV, Paramount TV continues its great run. In just a few years, Paramount TV has grown revenues from $0.00 to more than $400 million expected in fiscal 2018. While we recently have made a management change, we have a strong senior team and a deep bench in place to continue our momentum. With season renewals ordered for hits like 13 Reasons Why and The Alienist and the upcoming Jack Ryan series even before it airs, along with an increasing number of new show pickups, like Catch-22 for Hulu and Maniac for Netflix, this business will grow substantially in 2019. Step back and I think you can see the Paramount turnaround is firing on all cylinders. And know that, as in Q3, the business is expected to be profitable in Q4 and that Paramount is on track to deliver well over $200 million in OI improvement for the full year.

But in today's media marketplace, a turnaround is not enough. Viacom must also evolve to access new opportunities and new revenue streams. This is at the core of our strategy. And here, too, we are seeing signs of success. To that end, let me take you through three really exciting opportunity areas that we are in the early stages of unlocking.

First, digital. This is really a multifaceted area, which starts with the hard work at Viacom Digital Studios. Viacom's total digital video streams have grown sequentially every quarter and are now at 7 billion across O&O and social platforms. This is three times what they were in Q3 of 2016. By the way, we also delivered a 104% increase in watch time year-over-year in the quarter.

And all of this is before we see the full impact of an additional 600 hours of new original digital content we've already commissioned and before the impact of the recent acquisition of Awesomeness, a leading digital-first destination for original programming, serving global Gen Z audiences. This acquisition enhances our footprint across leading digital and social platforms and complements our studio production efforts, a growing area of opportunity we're focused that I'll talk more about in a moment. All of this digital activity is key to feeding our audience consumption and Advanced Marketing Solutions offerings.

At the same time, we continue to make progress establishing our presence on next-generation distribution platforms. Beyond the domestic affiliate area, we continue to expand our footprint internationally through partnerships with OTT and mobile providers. Just last month, for example, we completed a deal that will bring Nick Japan and Japan's MTV Mix onto Amazon Prime video channels, a platform that allows our international content to reach incremental audiences in Japan. We also expect to close two additional deals with mobile carriers in Europe which will be announced shortly. And we continue to talk to U.S. mobile providers about a range of opportunities.

On the direct-to-consumer front, we're taking a multidimensional approach to ensure that we're making the most out of our assets and capabilities and to quickly capture opportunities in the evolving ecosystem. The first is through a move toward launching a new D2C platform which we referenced previously. At the same time, we're pursuing a B2B2C strategy, creating targeted D2C products that are also distributed through our partners. Nickelodeon's Noggin is a great example. Since its launch on Amazon in May, we've seen rapid subscriber growth for the preschool programming product, demonstrating the continued consumer demand for our category-defining brands and content.

The last element of our D2C strategy is our cross-portfolio Viacom studio production initiative. This significantly expanded global episodic content production business is the second opportunity area I want to highlight. To be clear, this isn't about the wholesale licensing of our library product to SVOD players. This is about new first-run content for SVOD platforms and other third parties. Paramount TV's rapid revenue growth is clear evidence of the insatiable demand for premium episodic video content but we now see a much larger opportunity and have set our sights on building a studio production into a billion dollar business by 2020. That's why we've now established studio production units at Nickelodeon, MTV, and Viacom International Media networks. Comedy Central and BET will be launching shortly.

The mandate for these entities is to create new original content for third-party customers, levering existing and new IP, and it is already beginning to happen. In June, we announced that Nickelodeon is licensing the animated series Pinky Malinky to Netflix in a multiyear deal for 59 new episodes. At the same time, MTV Studios will capitalize on one of the TV industry's largest libraries of youth-focused and music-related IP in the world that, up until now, has been largely untapped.

But it's not just in the U.S. Launched in May, Viacom International Studios unites the extensive production capabilities of Telefe and our comedy brand Porta dos Fundos in Brazil with Viacom's Latin American brands and production capabilities. This creates a multilingual machine that accelerates our positioning as a leading global content creator and distributor of Spanish and Portuguese language content in the U.S., Latin America, and beyond. Here, we have already entered into deals with Netflix, Amazon, Telemundo, and Fox, among others, with a long list of prospects at various stages of development in the pipeline.

As we evolve our business, events and experiential are a third area of focus. We know our brands connect with consumers in the live space and we've seen that there is a business there. Millions of people around the world attended a total of 65 Viacom events in the first three quarters of 2018. In June alone, we held Viacom's first VidCon and Nickelodeon's first Slime Fest in the U.S., another huge BET experience, our second annual Comedy Central Clusterfest. And outside the U.S., we had a range of events, including our 16th Isle of MTV in Malta. In the quarter, events activity was a major driver of our double digit growth in ancillary revenues. And we're very excited about the partnership Bellator formed with streaming service DAZN in the quarter. The multiyear, nine-figure distribution deal will bring 20% more live bouts to global audiences in 2019, more than doubling Bellator revenue and making it profitable.

With that, let me hand it off to Wade for a deeper discussion on how our financial results underscore our turnaround efforts and our continued progress moving forward.

Wade Davis -- Executive Vice President and Chief Financial Officer

Thanks, Bob. As Bob mentioned, our progress in the June quarter translated to improvements in a number of key areas, including adjusted EPS, domestic affiliate revenue, Advanced Marketing Solutions revenue, Paramount profitability, and our credit outlook. In aggregate, this translated to a strong third quarter and sets us up for an even stronger quarter in September.

Now moving to the segment results, I'll start with Paramount, which is on Slide 13 of our earnings presentation. The new management team is delivering on its turnaround and has made progress, including significantly improving profitability in the quarter. For the quarter, the studio generated adjusted operating profit of $44 million, which was up $35 million year-over-year. The improvement was driven by the performance of A Quiet Place and Book Club as compared to the prior year releases, as well as the strength of the TV production business.

Filmed entertainment total revenues declined 9% compared to last year, driven by the comparison to last year's theatrical release of Transformers: The Last Knight and fewer home entertainment titles released in the quarter. The decline was partially offset by licensing revenues, which was up a strong 35%, driven by the continued success of the TV production business. Given the success of Mission Impossible: Fallout, which was released on July 27, we expect September quarter to be the third consecutive quarter of profitability for Paramount. Year-to-date, filmed entertainment adjusted operating income has improved by $160 million versus the prior year and is on track to deliver well over $200 million of improvement for the full year.

Now turning to Media Networks on Slide 14. In the quarter, we saw continued sequential improvement in domestic affiliate revenue, strong growth in AMS revenue and in our adjacent businesses, including CP, Wreck, and Live. Worldwide Media Networks revenue for the quarter were down 2% to $2.5 billion, driven by the declines in domestic advertising and worldwide SVOD licenses. This decline was partially offset by the growth in worldwide ancillary revenues and worldwide linear affiliate revenues.

Adjusted operating income declined 8%, driven by the decrease in revenue, investments in original programming, and cost-related to growth initiatives, which were partially offset by the benefits from our cost transformation.

Domestic advertising revenues declined 3%, which was flat sequentially, due to lower linear impression, partially offset by higher pricing and strong growth in our AMS business. AMS continues to be a source of strength for us and it is an increasingly important part of our business, with revenue up 33% in the quarter. We're on track to deliver AMS revenues of approximately $300 million as previously guided and we anticipate continued momentum in AMS in fiscal 2019.

As Bob mentioned, we're seeing lower linear impressions driven by Nick and Paramount Network ratings. As a result, for the September quarter, we anticipate domestic ad sales growth similar to the June quarter. However, we're optimistic for a return to growth in 2019, given our strong upfront, continued strong scatter pricing, our momentum in AMS, and the actions that we're taking at Nick which are showing early signs of improvement.

Now moving to domestic affiliate revenue. The 3% year-over-year decrease in revenue was ahead of our guidance and a 100 basis point sequential improvement from the prior quarter. The sequential improvement in the quarter reflects the lapping of rate resets from the prior year, improving subtrends, including the reinstated carriage at Charter, continued strong vMVPD growth, as well as contractual rate increases. Excluding library licensing to SVOD, linear revenue year-over-year was flat for the first time in five quarters, which is a strong reflection of our distribution strategy delivering results.

Looking forward to the fourth quarter, we now expect to deliver better performance than previously guided, with domestic affiliate revenue returning to growth, driven by the lapping of rate resets, as well as the benefit from our reinstated carriage on Charter and Suddenlink. For fiscal 2019, we continue to expect growth in domestic affiliate revenues, helped by rate escalators, sustained vMVPD growth, including the launch of new vMVPD services from traditional distributors, and revenue from mobile.

Now turning to International Media Networks on Slide 15, revenue was negatively impacted by foreign exchange headwinds, particularly in Argentina, and the timing of SVOD licensing. International affiliate revenues decreased 2%, driven by the timing of SVOD revenue which is now expected to benefit the September quarter. For the full year, we continue to expect double digit growth in international affiliate revenue. International advertising revenues declined 4%, driven by a 5 percentage point unfavorable impact from foreign exchange. Argentina's peso devalued by 45% in the quarter, weighing on Telefe's reported results. Excluding foreign exchange, Telefe's advertising revenue grew 25%.

On an organic basis, international ad sales were up 1%, which was comparable to the March quarter. Organic results were impacted by softness in rating share in the UK. For the September quarter, given continued negative currency impacts, we expect reported international advertising growth to be similar to the June quarter. From a bottom line perspective, our costs are largely naturally hedged, so we continue to expect a record year for international profitability.

As we look to 2019, we anticipate continued growth in International Media Networks across all lines of business. We also see our rapidly growing global studio production initiative benefiting from a cost perspective given the currency devaluation in Argentina.

Finally, we continue to make progress diversifying our business into adjacent revenue streams. This is reflected in our worldwide ancillary revenues, which were up 17% in the quarter, with domestic revenues up 31% and international revenues up 2%. The growth in worldwide ancillary revenue was driven by growth in live events and consumer products revenues.

Turning to Media Networks expenses, we continue to invest in our content and growth initiatives while transforming our cost base to drive efficiencies in SG&A. In the June quarter, programming expense increased 2%, reflecting our continued investment in original programming. Distribution and other expenses grew 6%, primarily driven by costs related to our growth initiatives. SG&A decreased by 2% in the quarter and included a 3 percentage point benefit related to the savings from our cost transformation.

For the full year, we now expect programming expense to be flat versus the prior year, as we invest in original programming at our flagship networks while benefiting from the mix shift to unscripted programming and leveraging our content globally. In terms of our cost base reinvention, we are on track with fiscal year 2018 savings of over $100 million and continue to expect to achieve more than $300 million in run rate savings in 2019 and beyond and for these savings to largely drop to the bottom line.

As previously guided, we took a $15 million charge in the quarter and anticipate taking a charge of approximately $20 million in the fourth quarter, principally related to third-party professional fees.

Turning to taxes and free cash flow, the year-to-date adjusted effective tax rate was 24% as we continue to benefit from the new tax legislation. For the full year, we now expect an adjusted effective tax rate of 24%, which compares to 30% last year.

Turning to cash flow, the components of which are broken out on Slide 16 of the earnings presentation. Year-to-date, we generated $895 million of operating free cash flow, which is up from $548 million in the prior year. The increase was driven by lower cash taxes related to domestic tax reform and lower cash interest due to our de-levering actions. As Bob mentioned, Paramount's 2019 slate will nearly double the number of releases as compared to the 2018 slate. This working capital impact is largely being incurred this year. Despite this, we anticipate free cash flow in fiscal 2018 in line with last year.

Turning to the balance sheet, as we've said since we took over, one of our key initiatives has been to de-lever and strengthen our balance sheet. We took swift and deliberate actions over the past 18 months from both an operational and financial perspective to achieve that objective, including the reduction of our gross debt by approximately $3 billion. And in early July, S&P reaffirmed our investment grade status and removed us from negative credit watch, recognizing our operating progress and the steps we took to de-lever.

In terms of debt, at quarter-end, we had $10.1 billion total debt outstanding and cash of $929 million. Our debt was principally fixed rate, with a weighted average cost of just under 5%. If you take into consideration the equity credit we received from S&P and Fitch on our hybrid securities, our adjusted gross debt at quarter-end was $9.4 billion. We plan to continue to pursue opportunities to de-lever, including using our excess free cash flow to redeem debt.

Turning to our consolidated results on Slide 17, while total revenues and adjusted operating income declined in the quarter, the composition of the underlying drivers provides a window into why we're optimistic about our future growth. In Media Networks, AMS continues to deliver strong double digit growth and is becoming a more meaningful contributor to overall domestic ad sales. Our domestic affiliate revenue trajectory has improved in the past two quarters and will now return to growth in the September quarter, marking the first time since the June quarter of 2017. And on the cost side, we're managing SG&A lower as we drive operational efficiency throughout the organization, while focusing our investments on original content and other growth initiatives that will drive future top and bottom line results.

On the studio side, while the decline in international theatrical revenues and worldwide home video revenues reduced overall revenue performance in the quarter, this was due to the mix and number of titles in release. While revenues were lower year-over-year, our current quarter releases were more profitable than the prior year's releases, which is indicative of the types of films that the new management team is developing: films aimed at either a broad or targeted audience but with a financial profile to match. And in a short period of time, Paramount TV has become a meaningful contributor to top and bottom line. We expect to continue to realize the benefits of this momentum in 2019, as we make progress toward our goal of returning the studio to historical levels of full-year profitability.

So we're extremely optimistic as we look ahead. The financial impact of the turnaround will be more significant in the September quarter, as we anticipate year-over-year growth in total company revenue, adjusted operating income, and mid- to high teens growth in adjusted diluted EPS.

With that, I'd like to turn it back over to Bob to wrap up.

Robert Bakish -- President and Chief Executive Officer

Thanks, Wade. So, to recap, seven quarters in, we've stabilized and turned around four critical parts of the business that were under serious pressure 18 months ago: our domestic affiliate business, audience viewership, our path to domestic ad sales growth, and, of course, Paramount Pictures. As we executed on all this, we strengthened our financial position, where operating and financial momentum has improved our credit profile.

But it's just the beginning. Viacom is a story of a company broadening its participation in the media landscape. We see that in the growth of our digital footprint, in the early success of our expanded studio production business, and in our growing live events and adjacent businesses. Taken together, we delivered EPS growth in the quarter and are on track to deliver accelerated EPS growth in Q4.

So it is an exciting time at Viacom and we remain focused on accelerating this momentum as we close out the year and grow the company for the future. Thank you for joining us today and now we look forward to taking your questions.

Questions and Answers:

[...]

Alexia Quadrani -- JP Morgan -- Analyst

Hi, thank you. Just a couple questions. When you think about the success that you had in the upfront, in terms of the domestic advertising outlook, I guess when should we see sort of notable improvement? I think you suggested better growth in 2019. I'm just wondering how much, if at all, you have made goods from Nick or Paramount that may offset some of that strong pricing gains that you've gotten.

And my second question is to sort of follow-up on Wade's comments about the positive affiliate growth in fiscal Q4. Any SVOD sales in there or is that sort of 1% growth kind of a good run rate when we look further out?

Robert Bakish -- President and Chief Executive Officer

Yeah, Alexia, so let's start with your question on the upfront. Let me start by reiterating that we're very happy with this upfront. Look, as I said in our last call, our strategy was to use scarcity to drive aggressive pricing and packaging, including AMS, and that's exactly what we did. We drove the strongest price increases in five years, with, as we said, CPM growth in the mid- to high single digits. And, look, this is critically important to setting us up for growth in a supply constrained world. And this pricing is more than offsetting the current rate of universe declines. And if I compare that to our upfront last year, that was not the case.

On volume, we were down low single digits, but this was by design. We aggressively tiered our lower paying business because we wanted to ensure we have inventory to monetize and scatter. The scarcity we're seeing will create a seller's market and scatter premiums will elevate the already strong upfront pricing. Importantly, we also saw excellent demand for our AMS portfolio. That allowed for effective packaging with other kinds of inventory. And it's part of our growing position as solution providers. So all this is a really excellent foundation for ad sales growth as we transition to fiscal '19.

And the last thing I would say, because you talked about Nick specifically in the upfront, importantly, we talk about mid- to high single digit CPM growth across all the networks. But if you look at Nickelodeon in particular in the hard nine, which is where the bulk of the money is, there we had strong double digit CPM increases. So very well-positioned to monetize Nickelodeon, particularly as we start to see these early signs of a ratings rebound.

And then, finally, related to that, your questions of ADUs. We'll be well-positioned to burn any accumulation off. So feel good about this upfront as a critical step in our transition.

Wade, you want to take the affiliate one?

Wade Davis -- Executive Vice President and Chief Financial Officer

Actually, just on the ADU point, Alexia, just a little bit more specifics there. So, in the aggregate, our ADUs are actually down significantly. Nick was the only place that we incurred any sort of growth in ADUs and even that was only up less than $10 million.

With respect to affiliate, can you repeat your question, Alexia?

Alexia Quadrani -- JP Morgan -- Analyst

The question was just on your guide for the 1% domestic affiliate growth in the fiscal fourth quarter, is that a good run rate going forward longer term or is there some SVOD sales or some other sales that are bumping up that number for Q4?

Wade Davis -- Executive Vice President and Chief Financial Officer

Well, SVOD, as we said, was a headwind for us in this quarter, both domestically and internationally. When you think about the guide and the return to growth, we're not yet going to provide any details with respect to '19 overall other than to say that we're confident in overall affiliate growth for the full year. We are returning to a place where pricing, contractual pricing increases are more than offsetting subscriber declines. The benefit from Charter and Suddenlink reinstatement came online in this quarter and is also going to impact, to a lesser extent, next quarter. We're continuing to see strong virtual MVPD contribution, both from a volume and pricing standpoint. And then obviously in the virtual MVPD line, that's a good contributor to our AMS business, as much of the virtual MVPD subscribers carry addressable units with them for us. And so that's contributing to the addressable AMS inventory volume. So we're confident about con
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           What’s New in Civic Tech: USDS Injects Human-Centered Design into Government Policymaking       Cache   Translate Page   Web Page Cache   

The United States Digital Service (USDS), a federal agency aimed at improving how government uses technology, recently took to Medium, the online publishing platform, to stress the importance of human-centered design within government policymaking.

The article starts by describing existing methods of incorporating feedback into policymaking, noting that while there is often a desire to bring more people into related discussions, “policymakers mainly get feedback from special interest groups and lobbying organizations with the resources and financial incentives to synthesize these complex documents.” The result is that the only input that policymakers get comes from a small group of plugged-in contributors.

The rest of the post details steps from a scenario in which the USDS worked to introduce a human-centered design approach to the policymaking process, one that sought to alleviate the problems the agency had previously identified. The result is an extensive explanation about how they did this work, why they did it and the results the work yielded.

Although this project and its insights came at the federal level, this is all pretty significant in the world of civic tech, with direct applications to state and local governments as well. Human-centered design and constituent engagement are fast taking hold within city halls and statehouses. With the USDS working to incorporate the ideas into policymaking at the highest levels, it's a clear sign that these disciplines are going to be part of the future.

Baltimore i-Team Launches New Website

The Baltimore Innovation Team (i-team) has launched a new website where visitors can learn more about both the team and the projects it is developing.

One of the most notable projects underway in Baltimore is the effort to design solutions that will help the police department improve its hiring and recruitment practices, a project that builds on work done by i-teams in other American cities. As the new website notes, the i-team has “conducted extensive quantitative and qualitative research.” The site also goes on to give specific information about challenges that research identified, as well as what the i-team is doing to address them.

This sort of transparency is repeated throughout the new website. The site also shares photos and bios about the nearly half a dozen people who make up the team.

For those who are unfamiliar with the concept, i-teams are supported by Bloomberg Philanthropies in more than 20 cities spread throughout four countries, including many in the United States. In addition to Baltimore, there are i-teams working in jurisdictions ranging from Long Beach, Calif., and Anchorage, Alaska, to Syracuse, N.Y. Their accomplishments include helping with infrastructure issues, fostering innovation and relieving pain points throughout municipal governments. 

New York City Approves New Tech Training Center

The New York City Council has approved a Tech Training Center to be built in Union Square.

The center is expected to help fuel the growth of New York City’s tech sector, according to a press release from Mayor Bill de Blasio’s office. It intends to do this by “providing accessible tech training and space for companies to grow and hire within the building.”

The project clocks in at a massive 240,000 square feet, and plans call for it to house a tech-focused workforce development center, ample civic tech co-working space at Civic Hall (a nonprofit community tech center located near Union Square), other flexible spaces to accommodate startups, and market-rate office space for more established tech companies. Officials say the center will create more than 600 quality jobs in Union Square.

The project was first announced in February 2017, and its development has included meetings with more than 40 community organizations from throughout New York City. According to a press release, those meetings have resulted in a number of additions, including the dedication of at least $200,000 annually to scholarships for low income students and the expansion of nonprofit training, making event space at Civic Hall free at various times for nonprofits and community groups, developing a Community Advisory Board, and dedicating 25 percent of the booths within the center’s market space to local vendors.

Civic Technologists Prep for National Day of Civic Hacking

Civic technologists across the country are preparing for the annual National Day of Civic Hacking, a coordinated event in which local volunteer groups assemble to conceptualize and execute tech projects that have the potential to improve life in their communities.

This year the event takes place on Saturday, Aug. 11. The day of civic hacking is organized by Code for America and its network of brigades across the country, with a goal of bringing “together civic leaders, local governments, and community organizations to tackle some of our toughest challenges,” according to the National Day of Civic Hacking Web page.

That same Web page has a long and extensive list of events taking place across the country, in many cities located in more than 20 states throughout the country. The type of events being hosted include hackathons, city camps and design camps.

Individuals who are interested in making a civic difference are encouraged to attend, even if they don’t necessarily consider themselves technologists. The website notes that the events are intended to “bring together community leaders, coders, government staff, designers, nonprofit employees, data scientists, and anyone with a stake in their government.”


          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Oracle DBA - Paychex Inc. - Webster, NY      Cache   Translate Page   Web Page Cache   
Bachelor's Degree in Computer Science or related discipline . Knowledge in the field of Data Management, Data Warehousing, Data Science, Reporting and Analytics...
From Paychex Inc. - Fri, 06 Jul 2018 12:48:34 GMT - View all Webster, NY jobs
          Data Scientist - JDC Group - Franklin, TN      Cache   Translate Page   Web Page Cache   
About JDC Group. JDC Group is a technology recruiting and staffing company based in Atlanta, Georgia. Our client is made up of a richly diverse group of...
From JDC Group - Thu, 19 Jul 2018 04:08:38 GMT - View all Franklin, TN jobs
          Wheelchair Users Call for More Innovative Mobility Devices      Cache   Translate Page   Web Page Cache   

A new survey is prompting wheelchair users to call for more innovation to help them fulfill their potential in the workplace.

The survey, commissioned by the Toyota Mobility Foundation, showed that 92% of respondents have had problems working or finding a job as a direct result of their wheelchair and 36% have been unable to work at all for the same reason. The foundation is calling on engineers and designers, as well as software and data science experts, to find better solutions for people with lower-limb paralysis.

“The challenge is to start thinking beyond the status quo,” August de los Reyes, a director of user experience on the Search, Assistant, and News Ecosystem at Google, Inc., told Design News. “There’s a great opportunity to innovate in this space, whether it’s at the component level, the device level, or in the entire system of transportation.”

The survey painted a stark picture of the work-related problems facing wheelchair users. It noted that wheelchairs and other types of so-called “mobility devices” limited the number of jobs for which users could apply. Approximately a quarter of respondents said they had to become self-employed and 26% said they had to work at home as a result of their wheelchair use.

The Toyota Mobility Foundation wants to change that—not only through the survey, but also by launching a $4 million global challenge for engineers and designers. Known as the Mobility Unlimited Challenge, it will award $500,000 to five finalists to take their concepts to the prototype stage. It will also award $1 million to help bring the winning product to market. The organization has called for entries to be submitted by August 15, 2018 and plans to unveil the winning concept in Tokyo in 2020.

de los Reyes, who serves as a global ambassador for the challenge, said that the goal is to develop better solutions and to raise greater awareness of the need for innovation. The need to innovate is critically important, he said, not only for the 65 million people worldwide who use wheelchairs, but also for the societies that can benefit by making wheelchair users more productive. “The talent pool of people with disabilities is largely untapped,” he said. “Part of the reason it is untapped is because today’s assistive technologies don’t provide, and sometimes actually prevent, people in wheelchairs from accessing opportunities.”

Beyond the ‘Chair on Wheels’

de los Reyes, who is a wheelchair user, compared the state of innovation in wheelchairs to that of the “horseless carriage” market of the early 1900s. Early automobiles were limited by the vocabulary and mental models surrounding them, he said. Similarly, today’s mobility devices have been limited by the idea that all solutions must involve a “chair on wheels.”

August de los Reyes of Google: “There’s a great opportunity to innovate in this space, whether it’s at the component level, the device level, or in the entire system of transportation.” (Image source: August de los Reyes)

The Mobility Unlimited Challenge will encourage engineers and designers to go beyond such limitations. As such, de los Reyes said, developers are urged to think creatively in the areas of material science, electronics, data science, machine learning, and artificial intelligence, among others.

“I would challenge them to think outside the box and beyond the chair,” he said. “Even beyond the exoskeleton.”

As potential innovation examples, de los Reyes cited the use of sensors to locate potholes and unexpected curbs on sidewalks, thereby enabling users to steer around those hazards. Also, the development of lighter weight portable ramps could enable wheelchair users to more easily traverse stairways. And better batteries could help cut the weight of wheelchairs. Today, he said, portable ramps weigh upwards of 100 lbs and powered wheelchairs can be 500 lbs.

He encouraged engineers to employ the best tools at their disposal to conjure up newer and better ideas. “Introducing artificial intelligence and machine learning within a system of actuators and motors could provide new opportunities for mobility,” de los Reyes said.

Often, such innovative new ideas end up benefiting everyone, not just those in wheelchairs, de los Reyes said. “If you look at the curb-cuts in cities, people walk their bikes and baby strollers up them,” he said. “Everyone uses them, even though their original intent was for people in wheelchairs.” Similarly, he noted, delivery drivers and countless commuters make wide use of automatic door openers that were originally intended for wheelchair users.

de los Reyes hopes that a new crop of innovative solutions will have a similarly broad benefit. “This is an urgent call for innovation, not only to help the people who can’t access their opportunities, but also to help economic productivity worldwide,” he said.

Senior technical editor Chuck Murray has been writing about technology for 34 years. He joined Design News in 1987, and has covered electronics, automation, fluid power, and auto.

 

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          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Data Scientist - SITA - Montréal, QC      Cache   Translate Page   Web Page Cache   
Avid to acquire experience and knowledge. Working in the SITAONAIR Business intelligence and Data analytics team to promote the use of data science in projects....
From SITA - Mon, 09 Jul 2018 23:57:31 GMT - View all Montréal, QC jobs
          Faculty Member, Computer Science (Databases and Data Science) - University of Saskatchewan - Saskatoon, SK      Cache   Translate Page   Web Page Cache   
The University of Saskatchewan is located on Treaty 6 territory and homeland of the Métis and is located in Saskatoon, Saskatchewan, a city with a diverse and...
From University of Saskatchewan - Fri, 27 Jul 2018 00:18:50 GMT - View all Saskatoon, SK jobs
          Research Associate (Data Scientist) - Singapore University of Technology and Design - Changi      Cache   Translate Page   Web Page Cache   
Vue.js and d3.js do the heavy lifting on the frontend, while our backend software is mostly written in node.js and R (tidyverse)....
From Singapore University of Technology and Design - Mon, 23 Jul 2018 05:21:57 GMT - View all Changi jobs
          Physiker - Data Scientist (m/w)      Cache   Translate Page   Web Page Cache   
StepStone - Ihr neuer Job bei Freudenberg & Co. KG Firmenlogo, verlinkt auf www.freudenberg.de …
          Informatiker, Physiker, Mathematiker als Data Scientist (w/m)      Cache   Translate Page   Web Page Cache   
HUK-COBURG Versicherungsgruppe -- Informatiker, Physiker, Mathematiker als Data Scientist (w/m) Und …
          Director Data Science (Insights & Analytics) - US Foods - Chicago, IL      Cache   Translate Page   Web Page Cache   
Excellent business acumen. Business Strategy and Analytics. Experience developing models, monitoring them in production, and measuring their business impact....
From US Foods - Thu, 09 Aug 2018 08:42:46 GMT - View all Chicago, IL jobs
          Sr. Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Virtual machine switching); Large scale distributed systems, real-time data analysis, machine learning, windows internals (networking stack and other OS...
From Microsoft - Thu, 09 Aug 2018 04:41:50 GMT - View all Redmond, WA jobs
          Software Development Engineer - Video Advertising (Data Science & Analytics) - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
As a founding team member, you’ll contribute to crucial choices regarding technology selection and architecture....
From Amazon.com - Thu, 02 Aug 2018 07:20:18 GMT - View all Seattle, WA jobs
          Principal Market Validation Specialist - PTC - Needham, MA      Cache   Translate Page   Web Page Cache   
Advance knowledge and experience with Machine Learning / Data Science / Analytics. Customer Satisfaction focus, both internal and external, with strong...
From PTC - Wed, 16 May 2018 14:29:21 GMT - View all Needham, MA jobs
          Sr. Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Virtual machine switching); Large scale distributed systems, real-time data analysis, machine learning, windows internals (networking stack and other OS...
From Microsoft - Thu, 09 Aug 2018 04:41:50 GMT - View all Redmond, WA jobs
          Software Development Engineer - Video Advertising (Data Science & Analytics) - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
As a founding team member, you’ll contribute to crucial choices regarding technology selection and architecture....
From Amazon.com - Thu, 02 Aug 2018 07:20:18 GMT - View all Seattle, WA jobs
          India’s leading online analytics institute announces the launch of a new Centre of Data Excellence      Cache   Translate Page   Web Page Cache   
India’s leading online analytics institute, Jigsaw Academy, recently announced the launch of its Centre of Data Excellence (C.O.D.E), an undertaking that aims to promote collaboration and innovation within the city’s booming Data Science community.
          Virtual Principle Data Scientist in Louisville      Cache   Translate Page   Web Page Cache   
A healthcare company needs applicants for an opening for a Virtual Principle Data Scientist in Louisville. Individual must be able to fulfill the following responsibilities: Developing and maintaining a suite of predictive analytics to drive consumer engagement and growth Demonstrating technical and theoretical expertise in a variety of machine learning techniques Demonstrating deep technical and theoretical expertise in mathematics and statistical techniques Required Skills: Master’s Degree in Math, Statistics, Engineering, Computer Science or a related field 4+ years statistics and modeling experience Experience using a variety of modeling tools such as SAS, Python, or R Experience building and maintaining analytic data sets Proven ability with data mining and/or predictive modeling techniques that have been applied in a real world setting Proven ability to effectively communicate results of statistical models to broad audience, including senior leadership
          Senior Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
Identify analytical solutions for business problems. And a passion for generating business impact. Develop and maintain consultative relationships with key...
From Prudential - Wed, 11 Jul 2018 21:51:46 GMT - View all Newark, NJ jobs
          Data Scientist - Prudential - Newark, NJ      Cache   Translate Page   Web Page Cache   
And a passion for generating business impact. Develop and maintain consultative relationships with key business stakeholders....
From Prudential - Wed, 11 Jul 2018 21:49:38 GMT - View all Newark, NJ jobs
          IC Resources Ltd: Data Scientist      Cache   Translate Page   Web Page Cache   
DOE & Good bonus structure: IC Resources Ltd: Data Scientist , West London, Salary DOE + Good bonus structureThis Data Scientist vacancy is based in West London with my client who develops wireless monitoring for Civil Engineering.What can you expect? Primary responsibilities will be in Creating Visu West London
          Associate Data Scientist, Computational Intelligence Analytics - PepsiCo - Valhalla, NY      Cache   Translate Page   Web Page Cache   
The Associate Data Scientist, Computational Intelligence Analytics is responsible for gathering data and information from various sources and analyzing to...
From PepsiCo - Thu, 09 Aug 2018 03:15:26 GMT - View all Valhalla, NY jobs
          Sr. Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Virtual machine switching); Large scale distributed systems, real-time data analysis, machine learning, windows internals (networking stack and other OS...
From Microsoft - Thu, 09 Aug 2018 04:41:50 GMT - View all Redmond, WA jobs
          Software Development Engineer - Video Advertising (Data Science & Analytics) - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
As a founding team member, you’ll contribute to crucial choices regarding technology selection and architecture....
From Amazon.com - Thu, 02 Aug 2018 07:20:18 GMT - View all Seattle, WA jobs
          NLP Data Scientist - PARC, a Xerox company - Palo Alto, CA      Cache   Translate Page   Web Page Cache   
PARC, a Xerox company, is in the Business of Breakthroughs®. We create new business options, accelerate time to market, augment internal capabilities, and...
From PARC, a Xerox company - Thu, 31 May 2018 12:19:40 GMT - View all Palo Alto, CA jobs
          Data Scientist - JDC Group - Franklin, TN      Cache   Translate Page   Web Page Cache   
About JDC Group. JDC Group is a technology recruiting and staffing company based in Atlanta, Georgia. Our client is made up of a richly diverse group of...
From JDC Group - Thu, 19 Jul 2018 04:08:38 GMT - View all Franklin, TN jobs
          Research Associate (Data Scientist) - Singapore University of Technology and Design - Changi      Cache   Translate Page   Web Page Cache   
Vue.js and d3.js do the heavy lifting on the frontend, while our backend software is mostly written in node.js and R (tidyverse)....
From Singapore University of Technology and Design - Mon, 23 Jul 2018 05:21:57 GMT - View all Changi jobs
          Principal Data Scientist // GetYourGuide      Cache   Translate Page   Web Page Cache   

As a Principal Data Scientist you will bring your unique expertise to GetYourGuide and take ownership of the most complex problems we have. As the most senior contributor, you will play a key role in setting up the foundations for our next chapter of growth! Team Mission: The Analytics team’s mission is to enable the organisation to...

Check out all open positions at http://BerlinStartupJobs.com


          Senior/Data Analyst (Data Science Team) - M1 Limited - Jurong      Cache   Translate Page   Web Page Cache   
Job ID: IS-SDA-DS-4 Job Type: Full Time Job Classification: Senior / Executive Department: Information Systems Function: Information Systems Location: Jurong...
From M1 Limited - Tue, 17 Jul 2018 06:37:27 GMT - View all Jurong jobs
          Data Science Team Lead - Resource Technology Partners - Boston, MA      Cache   Translate Page   Web Page Cache   
Work with internal research teams and help build out internal DNA sequencing pipeline. Indigo is looking to disrupt farming through data....
From ReSource Technology Partners - Mon, 16 Jul 2018 06:55:45 GMT - View all Boston, MA jobs
          Sales Engineer - Hitachi Vantara - New York, NY      Cache   Translate Page   Web Page Cache   
Account Managers, internal specialists and customers. Understanding of Data Science and Machine Learning....
From Hitachi Vantara - Sat, 04 Aug 2018 04:47:47 GMT - View all New York, NY jobs
          The wizarding world of data      Cache   Translate Page   Web Page Cache   

I am unabashedly a data zealot, but not a data scientist. I believe in the power of data and data analytics, and that the data revolution has started. It will transform all our lives in ways we cannot even imagine. This is one of the things that attracted me to [...]

The post The wizarding world of data appeared first on SAS Blogs.


          Research Associate (Data Scientist) - Singapore University of Technology and Design - Changi      Cache   Translate Page   Web Page Cache   
Vue.js and d3.js do the heavy lifting on the frontend, while our backend software is mostly written in node.js and R (tidyverse)....
From Singapore University of Technology and Design - Mon, 23 Jul 2018 05:21:57 GMT - View all Changi jobs
          Scientifiques des données juniors / Junior Data Scientists - ML et AI, OSS Business Exploration - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
The Montreal Business Area Digital Services (BDGS) Solution Area (SA) Operations and Support Subsystem (OSS) Business Exploration team proposes and executes on...
From Ericsson - Mon, 16 Jul 2018 19:23:48 GMT - View all Montréal, QC jobs
          NLP Data Scientist - PARC, a Xerox company - Palo Alto, CA      Cache   Translate Page   Web Page Cache   
PARC, a Xerox company, is in the Business of Breakthroughs®. We create new business options, accelerate time to market, augment internal capabilities, and...
From PARC, a Xerox company - Thu, 31 May 2018 12:19:40 GMT - View all Palo Alto, CA jobs
          Data Scientist - .net/r/python      Cache   Translate Page   Web Page Cache   
Bhubaneswar, Odisha - / Metallurgical/ Electrical/ Electronics/ Computer Science /Instrumentation/ Industrial Engineering/ Operations Research or in any other relevant...
          Sales Engineer - Hitachi Vantara - New York, NY      Cache   Translate Page   Web Page Cache   
Account Managers, internal specialists and customers. Understanding of Data Science and Machine Learning....
From Hitachi Vantara - Sat, 04 Aug 2018 04:47:47 GMT - View all New York, NY jobs
          Data Science Manager      Cache   Translate Page   Web Page Cache   
Data Science Manager London £80,000 THE COMPANY Harnham are working with one of the most exciting and disruptive media agencies (also one of the top globally), who are looking to add a Data Science Manager into their data science product team. As a key player in the Data Science team you will have the opportunity to manage projects for some of the biggest brands worldwide. It will be your job to liaise with clients, take the brief and work with multi-disciplined teams of analysts to deliver solutions to a wide array of business problems spanning several different sectors. This really is a great opportunity, particularly for those looking to enter a 'work hard-play hard' environment - with regular office socials and plenty of great perks for joining!! THE ROLE You will be: Analysing and optimising digital marketing to deliver significant return on investments for clients Working closely with the clients to explore new opportunities within their business Buiilding a variety of different machine learning and data science products, making the most of the latest technologies out there YOUR SKILLS AND EXPERIENCE You must have: An MSc or Ph.D. in Computer Science, Machine Learning, Statistics, Artificial Intelligence or Mathematics An expert working knowledge of at least one programming language Experience of working with large volumes of data Experience in a client facing role is a bonus THE BENEFITS £80,000 + benefits HOW TO APPLY Please register your interest by sending your CV via the Apply link on this page. KEYWORDS R, Python, SQL, Hive, Hadoop, Spark, Machine Learning, Statistics, Mathematics, AWS, Research, Marketing, Online, Data Scientist, Data Science, Predictive modelling, Forecasting, Digital Marketing, Content, Agency, Tech.
          Funding Announcement: NLM Research Grants in Biomedical Informatics and Data Science (R01 Clinical Trial Optional)      Cache   Translate Page   Web Page Cache   
Earliest Submission Date: September 5, 2018 Purpose: The National Library of Medicine (NLM) supports innovative research and development in biomedical informatics and data science. The scope of NLM’s interest in these research domains is broad, with emphasis on new methods and approaches to foster data driven discovery in the biomedical and clinical health sciences as... Read More »
          Data Scientist - SITA - Montréal, QC      Cache   Translate Page   Web Page Cache   
Avid to acquire experience and knowledge. Working in the SITAONAIR Business intelligence and Data analytics team to promote the use of data science in projects....
From SITA - Mon, 09 Jul 2018 23:57:31 GMT - View all Montréal, QC jobs
          Анализ данных в торговле      Cache   Translate Page   Web Page Cache   
Толковое описание Top 10 Data Science Use Cases in Retail

          Innovation Developer - TeamSoft - Sun Prairie, WI      Cache   Translate Page   Web Page Cache   
Are you interested in topics like machine learning, IoT, Big data, data science, data analysis, satellite imagery or mobile telematics?...
From Dice - Thu, 19 Jul 2018 08:35:55 GMT - View all Sun Prairie, WI jobs
          Data Science & Product Management Intern      Cache   Translate Page   Web Page Cache   
CO-Centennial, Data Science & Product Management Intern Job Label:Data Science & Product Management Intern JULY_2018 To apply for this position or refer someone you know, please click here! What you’ll get: This isn’t your ordinary internship. We need someone that comes ready and expecting to help out in a big way. We are a growing company with big ideas and we need someone who can hit the ground running. Today
          CONSULENTE DATA SCIENTIST SENIOR/JUNIOR - Prisma S.r.l. - Junior, WV      Cache   Translate Page   Web Page Cache   
Prisma Srl opera nel settore dell’Information Technology dal 1984. Attraverso il continuo monitoraggio delle tecnologie emergenti e l’attenta valorizzazione...
From Prisma S.r.l. - Tue, 29 May 2018 13:52:15 GMT - View all Junior, WV jobs
          Comment on Can Technology Transform Your Business? by r consulting      Cache   Translate Page   Web Page Cache   
With an expanding business comes certain aspects that is needed for a business. Data science is an example. With the right tools in looking and reading data. A business can use this for different purpose that will improve its structure.
          Domino Data Lab Receives $40M      Cache   Translate Page   Web Page Cache   
SAN FRANCISCO, CA, Domino Data Lab, provider of an open data science platform, today announced it has secured $40 million in a funding round.
          Data Scientist Job - USAA - San Antonio, TX      Cache   Translate Page   Web Page Cache   
Proficient level of business acumen in the areas of the business operations, industry practices and emerging trends required....
From USAA - Mon, 16 Jul 2018 11:33:57 GMT - View all San Antonio, TX jobs
          Data Science Production Methods      Cache   Translate Page   Web Page Cache   

Creating a data science project and executing its modules is the primary step in the production environment, which is where every startup or some established companies fail. While implementing a new module of an existing data science project seems to difficult, working on the module due to the discontinuation of complex tools and techniques used in the design environment is even more so.

In this post, let’s have a look at the things that we should keep in mind while designing a data science project.


          Director of Product, Member Data Science - Sports Equipment      Cache   Translate Page   Web Page Cache   
You will partner closely with multiple teams, including Global Consumer Knowledge, Member Services, and Geo partners to drive an end-to-end strategy that helps our company serve consumers personally at scale. (Technology)
          Senior Data Analyst Data Technology       Cache   Translate Page   Web Page Cache   
As the Senior Data Analyst within this technology Data Delivery function, you will be responsible for the interaction between business requirements holders and the data build teams, helping to convert requirements into designs and specifications. This opportunity is offered on a 12 Month Fixed Term Contract and the successful candidate will work directly for the Company and enjoy their Bonus Scheme & Benefits Package. This exciting position is part of a team with the task of building & engineering internal Data solutions within this large & complex Financial Services environment. Your role will enable you to take ownership of your technology area, working to create deliverables including high quality documentation related to Data, ETL requirements, lineage & quality, as well as specifying the requirements and working with technology & business stakeholders, and third party suppliers who will build the data solutions. Candidates will need some knowledge of software development / the SDLC, together with an appreciation of the complexities surrounding data source control and mapping. With both internal & external development teams engaged on the project, the Senior Data Analyst will need to build good relationships with both teams, as well as liaising with the data architecture team for guidelines on data principles and enterprise architecture strategy. Responsibilities Include: Taking ownership of documenting business, functional and technical requirements related to data, ETL requirements, lineage and quality. Lead full spectrum data analysis against the requirements and create/maintain a range of documents related to data flows, source to target mapping, conversion logic, business definitions etc. and gain appropriate approvals. Own data related test cases and scripts that correspond to business requirements as an input to test planning. Ability to create business scenarios that can test system to cater for exceptions processing. Proactively engage with senior leadership, IT & all business areas to incorporate/integrate the teams/business methodologies Understand data models and relate/link them to Business Processing Modelling. Mentor, communicate and evangelise benefits of good data practices Previous consultancy experience would be useful but previous experience of engaging & working with 3rd parties is required Skills Required Significant experience of data analysis against data silos Proven experience in a software development / SDLC delivery and understanding of the complexities surrounding data source control and mapping Standard industry relational databases, data ETL layers, Ab Initio, Business Objects (or equivalent) reporting. Data science and NoSQL would be valuable. Experience of defining data quality rules, defining consistent names and definitions and enabling standardization. Understanding of Data modelling concepts in relation to data mapping Establish key indicators that measure system adherence to documented data quality rules Proficient in problem solving with investigative and numeracy skills Strong writing and documentation skills together with excellent communication skills Writing/executing ETL, Profiling and Data Quality tools
          Product Lead      Cache   Translate Page   Web Page Cache   
Product Lead London £80,000-£100,000 Our client is looking for a Product Lead to be a key member in an innovative team where the primary motivation is in driving change. You will be heading up the whole data science function and more specifically the product analytics team. As a Product Lead in this team you focus on championing a data-driven approach to solving the company's toughest problems, such as personalising customer experience and in-depth customer behaviour pieces. THE COMPANY: This global company are investing a lot into finding a top talent to lead a team that analyses products, focusing on acquiring customers. You will be joining a unique culture that drives pioneering ideas in product analytics. With a clear vision and business plan, this company emphasises on a future where customer experience is made simpler. THE ROLE: Day to day you would be analysing large amounts of customer data in Python or R, using machine learning techniques to produce valuable insights for the business around their products. Providing internal consultancy for the data science team across all business areas and liaising with teams across the country. Exciting side projects include working with new data sets and natural language processing techniques. Managing the whole data science function YOUR SKILLS AND EXPERIENCE: Extensive knowledge and use of Python and SQL Proven commercial experience applying machine learning techniques to large, messy data sets using Python The successful Product Lead will have industrial experience analysing product data in Python, focusing on creating solutions to acquire customers The ideal candidate will have the ability to effectively communicate heavily technical concepts to non-technical stakeholders and management You will have managed a team of at least 4 people THE BENEFITS: £80,000-£100,000 1 month off every year, specifically for travelling Working from home Flexible working HOW TO APPLY: Please register your interest by sending your CV to Kian Dixon via the Apply link on this page. For more information about similar roles, please get in touch!
          Oracle DBA - Paychex Inc. - Webster, NY      Cache   Translate Page   Web Page Cache   
Bachelor's Degree in Computer Science or related discipline . Knowledge in the field of Data Management, Data Warehousing, Data Science, Reporting and Analytics...
From Paychex Inc. - Fri, 06 Jul 2018 12:48:34 GMT - View all Webster, NY jobs
          (USA-OR-Beaverton) Product Manager, Nike Technology      Cache   Translate Page   Web Page Cache   
Become a Part of the NIKE, Inc. Team NIKE, Inc. does more than outfit the world's best athletes. It is a place to explore potential, obliterate boundaries and push out the edges of what can be. The company looks for people who can grow, think, dream and create. Its culture thrives by embracing diversity and rewarding imagination. The brand seeks achievers, leaders and visionaries. At Nike, it’s about each person bringing skills and passion to a challenging and constantly evolving game. Nike Technology designs, creates and implements the methods and tools needed to make the world’s largest sports brand run faster, smarter and more securely. Global Technology teams aggressively innovate the solutions needed to help employees navigate Nike's rapidly evolving landscape. From infrastructure to security and supply chain operations, Technology specialists drive growth through top-flight hardware, software and enterprise applications. Simply put, without Nike Technology, there are no Nike products. **Description** Nike Technology designs, creates and implements the methods and tools needed to make the world’s largest sports brand run faster, smarter and more securely. Global Technology teams aggressively innovate the solutions needed to help accelerate Nike's rapidly evolving business landscape. We are working towards creating future of planning processes for Nike which will enable Nike to sense and shape consumer demand while adapting to in-season market trends. You’ll be part of DSM technology team managing top-down planning solutions. We are looking for Product Manager to join our team who’s passionate about creating future, while thinking outside the box as we build technology solutions to support Nikes aggressive growth over coming years. Someone with experience working in a SAFe/Agile environment, who’s focus will be to build a strong partnership with our Business Capability leads and Stakeholders to deliver right solution with the highest quality. Responsibilities Product Management + Define and communicate Product Vision and Roadmap; ensure alignment to strategic priorities + Collaborate with cross-functional teams to drive product priorities + Understand current and future needs, help define features, determine success criteria, validate solutions, and evaluate end user satisfaction + Provide oversight of technical strategy and transition management aspects + Assess business impact of different solutions and trade-offs between end user requests, technology requirements and costs + Analyze and communicate end user adoption, performance, time to market, quality and other metrics to stakeholders + Build a strong and effective partnership with Business Process/Capability Lead and Stakeholders + Partner with data & analytics teams to infuse data science into planning processes + Partner with engineering teams to build solutions on cloud-based architecture Agile Methodology (SAFE) + Partner with technical squads and cross-functional teams to successfully follow and execute SAFe model + Ensure all epics and features are defined for successful PI planning + Build clear backlog in VersionOne which aligns with business priorities + Attend scrum ceremonies to keep pulse on progress while raising or escalating risks and issues in timely manner **Qualifications** + Experience in Agile/SAFE + Experience in leading large-scale technology implementation + Experience with Agile tools like Jira, VersionOne + Experience working with big data tools and technology + Familiarity with data querying tools (sql, hive, hue, impala etc.) + Familiarity with cloud-based architecture + Knowledge of process mapping and lean practices + Knowledge of retail planning processes preferred **Qualifications** + Experience in Agile/SAFE + Experience in leading large-scale technology implementation + Experience with Agile tools like Jira, VersionOne + Experience working with big data tools and technology + Familiarity with data querying tools (sql, hive, hue, impala etc.) + Familiarity with cloud-based architecture + Knowledge of process mapping and lean practices + Knowledge of retail planning processes preferred NIKE, Inc. is a growth company that looks for team members to grow with it. Nike offers a generous total rewards package, casual work environment, a diverse and inclusive culture, and an electric atmosphere for professional development. No matter the location, or the role, every Nike employee shares one galvanizing mission: To bring inspiration and innovation to every athlete* in the world. NIKE, Inc. is committed to employing a diverse workforce. Qualified applicants will receive consideration without regard to race, color, religion, sex, national origin, age, sexual orientation, gender identity, gender expression, veteran status, or disability. **Job ID:** 00402788 **Location:** United States-Oregon-Beaverton **Job Category:** Technology
          Principal / Senior Software Engineer - RichRelevance - Seattle, WA      Cache   Translate Page   Web Page Cache   
(Crunch, Cassandra, HBase, Hive, Presto, no-SQL databases). Principal / Senior Software Engineer - Data Science Engineering....
From RichRelevance - Sun, 27 May 2018 09:38:05 GMT - View all Seattle, WA jobs
          Data Scientist - Paradigma Digital - Madrid, España      Cache   Translate Page   Web Page Cache   
Buscamos incorporar un Data Scientist con 3-5 años de experiencia en la implementación de modelos analíticos sobre entorno AWS. Funciones a desempeñar: Identificación, interpretación y combinación de fuentes de datos. Análisis dinámicos y continuados de aspectos estratégicos. Identificación y descubrimiento de patrones de comportamiento según los datos analizados. Definición y aplicación de algoritmos. Aplicación de machine Learning (clasificación, regresión, similitudes,...
          Data Scientist - Solera, Inc. - Alcobendas, Madrid, España      Cache   Translate Page   Web Page Cache   
Our team develops global solutions and is part of an ambitious new program to redesign the way we extract insights from the data. Not only the team is responsible for the insights, but has control on the end to end process, starting from data acquisition. You will be exposed to learning new technologies and to develop yourself professionally. We are organized as a tribe, with multiple squads and no hierarchies, just a group of volunteers willing to make our future happen. ...
          IT Science Case Study: How to Optimize the Data Scientist Function      Cache   Translate Page   Web Page Cache   
Disqus adopted Looker in 2015 as its primary BI tool. It immediately became an instrumental tool that allowed the company to operate the business more efficiently.
          Business Data Analyst/ Junior Data Scientist - HARMAN International - Richardson, TX      Cache   Translate Page   Web Page Cache   
HARMAN is an Equal Opportunity /Affirmative Action employer. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and...
From Harman International - Fri, 03 Aug 2018 23:33:31 GMT - View all Richardson, TX jobs
          Instructor (Data Science, Artificial Intelligence, Machine Learning) - Cortechma Inc. - Thornhill, ON      Cache   Translate Page   Web Page Cache   
Cortechma Academy team is looking for professors, instructors and engineers with both academically and professionally strong background specializing in one of...
From Indeed - Wed, 01 Aug 2018 16:56:17 GMT - View all Thornhill, ON jobs
          Marketing Analyst      Cache   Translate Page   Web Page Cache   
A Marketing Analyst job located in Singapore has just become available at one of the leading e commerce platforms in SEA This is a technical function and a previous background in analytics is a must About the Marketing Analyst function As data driven marketing is pivotal for the company s success you will be responsible for supporting the online marketing function in the data driven decision making and ad utilisation as well as assisting in building models to streamline marketing functions Key Job responsibilities » Work hand in hand with the Data Science team and Data Engineering team to implement data driven marketing solutions and models » Utilise online social media data customer data and advertising data to generate usable insights for the online marketing team » Build improve and automate reports from various marketing sources for top management » Collaborate with Business Intelligence and Product teams to develop solutions to deliver crucial marketing insightsTo succeed in this Marketing Analyst function you should have prior practice in data analytics and be passionate about programming and solving complex problems
          Client Support Analyst - PriceMetrix - McKinsey & Company - Toronto, ON      Cache   Translate Page   Web Page Cache   
As one of the fastest-growing parts of our firm, New Ventures has more than 1,500 dedicated professionals (including more than 800 analysts and data scientists)...
From McKinsey & Company - Tue, 10 Jul 2018 18:20:26 GMT - View all Toronto, ON jobs
          Scientifiques des données juniors / Junior Data Scientists - ML et AI, OSS Business Exploration - Ericsson - Montréal, QC      Cache   Translate Page   Web Page Cache   
The Montreal Business Area Digital Services (BDGS) Solution Area (SA) Operations and Support Subsystem (OSS) Business Exploration team proposes and executes on...
From Ericsson - Mon, 16 Jul 2018 19:23:48 GMT - View all Montréal, QC jobs
          Oracle DBA - Paychex Inc. - Webster, NY      Cache   Translate Page   Web Page Cache   
Bachelor's Degree in Computer Science or related discipline . Knowledge in the field of Data Management, Data Warehousing, Data Science, Reporting and Analytics...
From Paychex Inc. - Fri, 06 Jul 2018 12:48:34 GMT - View all Webster, NY jobs
          Data Scientist - Paradigma Digital - Madrid, España      Cache   Translate Page   Web Page Cache   
Buscamos incorporar un Data Scientist con 3-5 años de experiencia en la implementación de modelos analíticos sobre entorno AWS. Funciones a desempeñar: Identificación, interpretación y combinación de fuentes de datos. Análisis dinámicos y continuados de aspectos estratégicos. Identificación y descubrimiento de patrones de comportamiento según los datos analizados. Definición y aplicación de algoritmos. Aplicación de machine Learning (clasificación, regresión, similitudes,...
          Data Scientist with Machine Learning and C++ skills      Cache   Translate Page   Web Page Cache   
Expert Employment Limited - Abingdon, Oxfordshire - skills; C++ Google Analytics APIs for data mining and analysis Data Science application delivering solutions to engineering domains...
          Research Associate (Data Scientist) - Singapore University of Technology and Design - Changi      Cache   Translate Page   Web Page Cache   
Vue.js and d3.js do the heavy lifting on the frontend, while our backend software is mostly written in node.js and R (tidyverse)....
From Singapore University of Technology and Design - Mon, 23 Jul 2018 05:21:57 GMT - View all Changi jobs
          #2: R for Data Science: Import, Tidy, Transform, Visualize, and Model Data      Cache   Translate Page   Web Page Cache   
R for Data Science
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Hadley Wickham , Garrett Grolemund
(13)

Buy new: CDN$ 52.79 CDN$ 35.02
31 used & new from CDN$ 35.02

(Visit the Bestsellers in Programming list for authoritative information on this product's current rank.)
          Sr. Data Scientist - Microsoft - Redmond, WA      Cache   Translate Page   Web Page Cache   
Virtual machine switching); Large scale distributed systems, real-time data analysis, machine learning, windows internals (networking stack and other OS...
From Microsoft - Thu, 09 Aug 2018 04:41:50 GMT - View all Redmond, WA jobs
          Software Development Engineer - Video Advertising (Data Science & Analytics) - Amazon.com - Seattle, WA      Cache   Translate Page   Web Page Cache   
As a founding team member, you’ll contribute to crucial choices regarding technology selection and architecture....
From Amazon.com - Thu, 02 Aug 2018 07:20:18 GMT - View all Seattle, WA jobs
          Predictive Analytics Associate - Calgary, AB - RS Energy Group - Calgary, AB      Cache   Translate Page   Web Page Cache   
Predictive Analytics Associates at RS Energy Group are critical to our success as we utilize advanced analytics and innovative data science techniques to...
From RS Energy Group - Mon, 16 Jul 2018 01:30:16 GMT - View all Calgary, AB jobs
          NLM Research Grants in Biomedical Informatics and Data Science (R01 Clinical Trial Optional)      Cache   Translate Page   Web Page Cache   
Funding for broad scope projects in informatics and data science, including health care delivery, basic biomedical research, clinical and translational research, precision medicine, public health, biosurveillance, health information management in disasters, and similar areas. (Source: HSR Information Central)
          Predictive Analytics Associate - Calgary, AB - RS Energy Group - Calgary, AB      Cache   Translate Page   Web Page Cache   
Predictive Analytics Associates at RS Energy Group are critical to our success as we utilize advanced analytics and innovative data science techniques to...
From RS Energy Group - Mon, 16 Jul 2018 01:30:16 GMT - View all Calgary, AB jobs
          nteract (0.11.4)      Cache   Translate Page   Web Page Cache   
nteract is a desktop application that allows you to develop rich documents that contain prose, executable code (in almost any language!), and images. Whether you're a developer, data scientist, researcher, or journalist, nteract helps you write your next code-driven story.



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