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          Electronics and Software Patent Prosecution Agent - District of Columbia-Washington      Cache   Translate Page      
Washington, D.C. office of an AmLaw firm seeks electronics and software patent prosecution agent with preferably 2+ years of experience. The candidate should be experienced in preparing and prosecuting chip design and computer architecture-related applications. Must preferably have an aptitude for portfolio development and client counseling. Must have a USPTO Reg. No. and possess a degree in Computer Engineering, Computer Science, Electrical Engineering, or a related field. Must preferably have a background including technical work experience in a computer engineering field, an advanced Computer Engineering or Electrical Engineering degree, or significant prosecution experience in computer engineering fields, and experience or expertise in any one of network architecture, network hardware design, system-on-chip (SoC) design, neural networking, machine learning, or video codecs.must be detail oriented and have strong written and verbal skills.This Amlaw firm specializes in intellectual property and is committed to providing its associates with both a positive work environment and sophisticated work. Flexible scheduling and pro-bono work are aspects highly valued by the firm. This firm has also obtained its second perfect score on the Human Rights Campaign Foundation's Corporate Equality Index as "Best Place to Work" for LGBT equality.
          2019 Top Key Players of Distributed Stream Computing Platforms (DCSPs) Market - Reviews : Cisco Systems, Inc., Data Artisans, IBM Corporation      Cache   Translate Page      

Distributed Stream Computing Platforms (DCSPs) Market - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast 2017 - 2025

Albany, NY -- (SBWIRE) -- 02/09/2019 -- Distributed stream computing platforms (DCSPs) refers to a model called simple scalable streaming system (S4) platform. It is capable of solving real-world problems with reference to search applications that rely on data mining and complex machine learning algorithms. Current commercial search engines, such as Bing, Google, Ask.com and Yahoo, usually provide organic web results in response to user queries and then provide with textual advertisements. In order to give the most relevant ads in an optimal position on the page, highly advanced algorithms are developed that dynamically estimate the probability of a click on the ad given the context. A major search engine may process thousands of queries per second, which may include several ads per page. In order to process user feedback, a low latency, scalable stream processing engine S4 was developed.

GetThe Sample Report : https://www.transparencymarketresearch.com/sample/sample.php?flag=B&rep_id=30026

With the emergence of internet of things (IoT) and big data analytics, the distributed stream computing platforms (DCSPs) market is flourishing. The distributed stream processing systems (DCPS) form an essential component of any IoT stack, therefore widespread adoption of IoT technology is driving market growth. Also, big data technology is becoming popular in handling data stream, which leads to development of many distributed stream computing systems. With the quantity of data growing and the speed of data increasing, big data computing has become an emerging trend for future. Stream computing is an efficient way to manage big data by providing very low-latency velocities with the help of parallel processing architectures. Thus, it is becoming the fastest and most proficient way to obtain useful knowledge from big data, allowing organizations to react quickly when problems appear. However, diversity of workloads and complexity of stream computing are among major factors restraining market growth. DCSPs are general-purpose, scalable, distributed, pluggable, partially fault-tolerant platforms that allow programmers to easily develop applications for processing boundless streams of data continuously. Thus, distributed stream computing platforms (DCSPs) market is expected to witness significant growth during the forecast period due to highly flexible design of such models.

The global distributed stream computing platforms (DCSPs) market is categorized on the basis of deployment model, end use and geographic regions. Segmentation on the basis of deployment model includes cloud based and on-premise. Distributed stream computing platforms (DCSPs) market by cloud based model is further categorized into public cloud, private cloud and hybrid cloud. Segmentation on the basis of end user industry comprises of retail, communication, banking, financial services and insurance (BFSI), healthcare, public sector, defense & security, life sciences and others. The distributed stream computing platforms (DCSPs) market has been studied for five geographic regions namely North America, Europe, Asia Pacific, Middle East and Africa, and South America.

Among major end-use verticals, BFSI sector is expected to lead the global distributed stream computing platforms (DCSPs) market during the forecast period because of increasing demand for real time data processing. Cloud based deployment model is forecasted to hold most of the market share due to increasing adoption of cloud based technologies and platform as a service model. Emergence of big data technology and advanced analytics likely to foster the demand for distributed stream computing platforms (DCSPs). North America is predicted to be major revenue shareholder due to the presence of major market players, technological innovations and relatively mature market for big data stream computing. Europe is expected to be the second major revenue holder due to early adoption of cloud based technology while Asia Pacific region is expected to experience fastest growth rate.

Browse The Report : https://www.transparencymarketresearch.com/distributed-stream-computing-platforms-market.html

The key players of the global distributed stream computing platforms (DCSPs) market are Cisco Systems, Inc., data Artisans, IBM Corporation, Oracle Corporation, SAS Institute Inc., SAP SE, TIBCO Software Inc., Informatica, Impetus Technologies, EsperTech Inc., and DataTorrent among others.

The report offers a comprehensive evaluation of the market. It does so via in-depth qualitative insights, historical data, and verifiable projections about market size. The projections featured in the report have been derived using proven research methodologies and assumptions. By doing so, the research report serves as a repository of analysis and information for every facet of the market, including but not limited to: Regional markets, technology, types, and applications.

For more information on this press release visit: http://www.sbwire.com/press-releases/2019-top-key-players-of-distributed-stream-computing-platforms-dcsps-market-reviews-cisco-systems-inc-data-artisans-ibm-corporation-1143091.htm

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AVP Marketing
Transparency Market Research
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          Database Admin Intern - Bandwidth - Raleigh, NC      Cache   Translate Page      
Familiarity with Machine Learning & Statistical concepts. Provide operational support to satisfy internal reporting/data requests....
From Bandwidth - Tue, 20 Nov 2018 22:34:57 GMT - View all Raleigh, NC jobs
          Partner Development Manager - Machine Learning and Artificial Intelligence - Amazon Web Services, Inc. - Herndon, VA      Cache   Translate Page      
We are looking for a motivated, technically savvy person to build upon our ecosystem of partners who build solutions with Amazon artificial intelligence and...
From Amazon.com - Tue, 08 Jan 2019 09:37:16 GMT - View all Herndon, VA jobs
          Senior C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Sun, 13 Jan 2019 09:05:36 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Fri, 19 Oct 2018 09:05:38 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          Research Engineer (Machine Learning and Computer Vision)      Cache   Translate Page      
Huawei - Markham, ON - to help us implementing cutting-edge machine learning and computer vision techniques that may benefit hundreds of millions of users of Huawei...'s products and services. Responsibilities Apply machine learning and computer vision techniques to large-scale video analytics problems...
          Senior C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Sun, 13 Jan 2019 09:05:36 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Fri, 19 Oct 2018 09:05:38 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          Comment on Metrics To Evaluate Machine Learning Algorithms in Python by Jason Brownlee      Cache   Translate Page      
Compare all results to a naive baseline, e.g. comparisons are relative. I have never heard of NAE, sorry.
          Comment on Bagging and Random Forest Ensemble Algorithms for Machine Learning by Jason Brownlee      Cache   Translate Page      
What is confusing you exactly?
          Comment on How To Handle Missing Values In Machine Learning Data With Weka by Jason Brownlee      Cache   Translate Page      
Well done!
          Part 1: Introduction to Machine Learning in the Nuclear Medicine Context.      Cache   Translate Page      
Related Articles

Part 1: Introduction to Machine Learning in the Nuclear Medicine Context.

J Nucl Med. 2019 Feb 07;:

Authors: Uribe CF, Mathotaarachchi S, Gaudet VC, Smith KC, Rosa-Neto P, Benard F, Black SE, Zukotynski K

Abstract
This article, the first in a two-part series, provides an introduction to machine learning in a nuclear medicine context. Part I in this series addresses the history of machine learning and describes common algorithms with illustrations of when these algorithms can be helpful in nuclear medicine. Part II focuses on current contributions of machine learning to our field and addresses future expectations, limitations as well as providing a critical appraisal of what machine learning can and cannot do.

PMID: 30733322 [PubMed - as supplied by publisher]


          Principal Machine Learning Scientist- Zillow Offers - Zillow Group - Seattle, WA      Cache   Translate Page      
In the Zillow Offers product, Zillow buys homes directly from interested homeowners, thereby sparing them the tremendous stress and effort of selling....
From Zillow Group - Fri, 08 Feb 2019 15:02:22 GMT - View all Seattle, WA jobs
          Machine Learning Engineer, Consumer Analytics AI - Zillow Group - Seattle, WA      Cache   Translate Page      
Zillow Group is owned, fueled and grown by innovators who help people make better, smarter decisions around all things home....
From Zillow Group - Sun, 03 Feb 2019 12:30:36 GMT - View all Seattle, WA jobs
          Principal Machine Learning Scientist- Zillow Offers - Zillow Group - Seattle, WA      Cache   Translate Page      
In the Zillow Offers product, Zillow buys homes directly from interested homeowners, thereby sparing them the tremendous stress and effort of selling....
From Zillow Group - Fri, 08 Feb 2019 15:02:22 GMT - View all Seattle, WA jobs
          Machine Learning Engineer, Consumer Analytics AI - Zillow Group - Seattle, WA      Cache   Translate Page      
Zillow Group is owned, fueled and grown by innovators who help people make better, smarter decisions around all things home....
From Zillow Group - Sun, 03 Feb 2019 12:30:36 GMT - View all Seattle, WA jobs
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          Machine Learning Deployment Engineer - Dell EMC - Round Rock, TX      Cache   Translate Page      
Regularly interfaces with IT Business Partner and key business stakeholders. Design blueprints for efficient production of machine learning models embedded in...
From Indeed - Thu, 17 Jan 2019 22:20:38 GMT - View all Round Rock, TX jobs
          Business Analytics Masters Intern (Summer 2019) - DELL - Round Rock, TX      Cache   Translate Page      
Life at Dell. Ability to use machine learning techniques. The business analytics intern will be working on a problem which would require detailed analytics and...
From Dell - Fri, 05 Oct 2018 11:17:11 GMT - View all Round Rock, TX jobs
          Systems Engineer (Network) - Revionics - Austin, TX      Cache   Translate Page      
To help retail businesses and everyday users solve complex pricing challenges leveraging the latest machine learning science with a completely transparent...
From Revionics - Wed, 21 Nov 2018 03:40:03 GMT - View all Austin, TX jobs
          Sr. Business Intel. Engineer - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
Use machine learning, data mining and statistical techniques to create new, scalable solutions for business problems....
From Amazon.com - Tue, 08 Jan 2019 21:02:56 GMT - View all Seattle, WA jobs
          AI and Machine Learning - Mission Innovation Data Scientist - Blue Compass, LLC - Springfield, VA      Cache   Translate Page      
Experience in system activity and data modeling, information flow/transactional process analysis, internal control and risk analysis, business methods and... $120,000 - $150,000 a year
From Indeed - Fri, 04 Jan 2019 17:00:44 GMT - View all Springfield, VA jobs
          Principal, Science & Analytics-Consumer Credit and Risk Modeling - CoreLogic - Irving, TX      Cache   Translate Page      
Strong business acumen. Regularly interact with internal and external experts in machine learning, economics, software programming, program management, and...
From CoreLogic - Wed, 09 Jan 2019 23:54:37 GMT - View all Irving, TX jobs
          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Sat, 27 Oct 2018 10:20:44 GMT - View all Texas jobs
          Manufacturing General Manager - DataRobot - Columbus, OH      Cache   Translate Page      
DataRobot is one of the hottest AI start-ups in the world and Manufacturing has unlimited potential to take advantage of machine learning to transform their...
From DataRobot - Thu, 13 Dec 2018 12:36:01 GMT - View all Columbus, OH jobs
          Life Sciences General Manager - DataRobot - Columbus, OH      Cache   Translate Page      
DataRobot is one of the hottest AI start-ups in the world and Life Sciences has unlimited potential to take advantage of machine learning to transform their...
From DataRobot - Thu, 13 Dec 2018 12:36:01 GMT - View all Columbus, OH jobs
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          Machine Learning Deployment Engineer - Dell EMC - Round Rock, TX      Cache   Translate Page      
Regularly interfaces with IT Business Partner and key business stakeholders. Design blueprints for efficient production of machine learning models embedded in...
From Indeed - Thu, 17 Jan 2019 22:20:38 GMT - View all Round Rock, TX jobs
          Business Analytics Masters Intern (Summer 2019) - DELL - Round Rock, TX      Cache   Translate Page      
Life at Dell. Ability to use machine learning techniques. The business analytics intern will be working on a problem which would require detailed analytics and...
From Dell - Fri, 05 Oct 2018 11:17:11 GMT - View all Round Rock, TX jobs
          Systems Engineer (Network) - Revionics - Austin, TX      Cache   Translate Page      
To help retail businesses and everyday users solve complex pricing challenges leveraging the latest machine learning science with a completely transparent...
From Revionics - Wed, 21 Nov 2018 03:40:03 GMT - View all Austin, TX jobs
          Data Scientist - Oliver Wyman - New York, NY      Cache   Translate Page      
Demonstrate solid and battle-tested understanding of the standard canon of machine learning practices, including but not limited to:....
From Marsh & McLennan Companies - Sat, 05 Jan 2019 15:04:15 GMT - View all New York, NY jobs
          Data Warehouse Developer - QVC - West Chester, PA      Cache   Translate Page      
Machine Learning is a plus. Learns to build productive networks with internal clients. Interfaces with business analysts, project managers and clients to...
From QVC - Wed, 19 Dec 2018 23:28:19 GMT - View all West Chester, PA jobs
          Google เปิดตัว BigQuery sandbox ทดลองใช้ BigQuery ฟรี ไม่ต้องใส่บัตรเครดิต      Cache   Translate Page      

Google Cloud ประกาศเปิดตัวฟีเจอร์ BigQuery sandbox ระบบสำหรับทดสอบ BigQuery โดยไม่มีค่าใช้จ่าย และไม่ต้องใส่บัตรเครดิตด้วย เพื่อให้ผู้ใช้เรียนรู้ BigQuery ได้ง่ายขึ้นโดยไม่มีข้อจำกัดเรื่องค่าใช้จ่ายเข้ามา

แม้จะเปิดให้ใช้งานฟรี แต่ BigQuery sandbox ก็มีฟีเจอร์ทั่วไปเหมือนผู้ใช้จ่ายเงิน ไม่ว่าจะเป็นพลังในการประมวลผล, รันคำสั่ง query ด้วยภาษา SQL บน dataset ทั้งขนาดใหญ่และเล็ก, มี Data Studio ระบบ visualization ข้อมูลให้ใช้งาน และรองรับความสามารถใหม่ ๆ อย่างเช่น Machine Learning หรือ Geospatial Information Systems ด้วย

BigQuery sandbox จะมี query capacity ให้ 1TB ต่อเดือน, พื้นที่เก็บข้อมูลฟรี 10GB และนโยบายคงข้อมูลที่ 60 วัน ส่วนฟีเจอร์ที่จะยังไม่มีใน sandbox เช่น DML, Streaming, Data Transfer Service ซึ่งถ้าต้องการใช้งานฟีเจอร์เหล่านี้ก็เพียงกดปุ่ม Upgrade ก็พร้อมจ่ายเงินและใช้ BigQuery เวอร์ชันเต็มได้ทันที และถ้าไม่รู้จะเริ่มต้นจากอะไร Google ก็มี dataset สาธารณะให้ทดลองใช้งานด้วย

Google ระบุว่า แม้จะมี GCP แบบทดลองใช้ฟรีแล้ว แต่ BigQuery sandbox นั้นเป็นบริการที่เฉพาะเจาะจงผู้สนใจ BigQuery ให้เข้าใช้งานได้โดยไม่ต้องหยิบบัตรเครดิตมากรอกเลย ดังนั้นถ้าจะเริ่มต้นจาก BigQuery แล้วค่อยขยายไปยังผลิตภัณฑ์อื่น ๆ ของ GCP สามารถเริ่มจาก BigQuery sandbox ได้เลย ส่วน GCP แบบทดลองใช้ฟรีต้องใช้บัตรเครดิตและมีเครดิตให้ทดลองใช้ฟรี 300 ดอลลาร์ ดังนั้น GCP แบบทดลองใช้งานจะเหมาะกับผู้ใช้ที่ต้องการทดลองผลิตภัณฑ์อื่น ๆ ของ GCP ด้วย

ที่มา - Google Cloud Blog

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          UI + AI: Combine user experience design with machine learning to build smarter products      Cache   Translate Page      
4 principles for finding efficiently combining the best product design methods with the pragmatic applications of machine learning:
          [Freelancer] NLP Machine Learning      Cache   Translate Page      
From Freelancer // Text classification problem (will be used python) Looking for experts in NLP, ML (scikit learn, keras, tensorflow etc.)
          Vice President, Data Science - Machine Learning - Wunderman - Dallas, TX      Cache   Translate Page      
Goldman Sachs, Microsoft, Citibank, Coca-Cola, Ford, Pfizer, Adidas, United Airlines and leading regional brands are among our clients....
From Wunderman - Mon, 24 Dec 2018 10:46:54 GMT - View all Dallas, TX jobs
          Machine Learning and Data Science Engineer-PGRP - Morgantown, WV      Cache   Translate Page      
Organization National Energy Technology Laboratory (NETL) Reference Code NETL-2018-PGRP-VanEssendelft-1 How to Apply A complete application consists of: An...
From Oak Ridge Associated Universities - Wed, 19 Dec 2018 12:47:02 GMT - View all Morgantown, WV jobs
          Gmail bloque désormais 100 millions de spams supplémentaires chaque jour avec l'IA, grâce à TensorFlow, le framework de machine learning de Google      Cache   Translate Page      
Gmail bloque désormais 100 millions de spams supplémentaires chaque jour avec l'IA
Grâce à TensorFlow, le framework de machine learning de Google

Google continue d'améliorer la sécurité de son application de messagerie Gmail. La firme a mis en place de nouvelles protections basées sur TensorFlow, son propre framework open-source d'apprentissage machine, afin d'obtenir des gains supplémentaires de sécurité, a rapporté Neil Kumaran, chef de produit de la technology de lutte contre les abus chez Google,...
          Intern - Machine Learning Architect - Micron - Seattle, WA      Cache   Translate Page      
As a Machine Learning Architect Intern at Micron Technology, Inc. Through our global brands — Micron, Crucial and Ballistix — we offer the industry’s broadest...
From Micron - Tue, 22 Jan 2019 06:55:05 GMT - View all Seattle, WA jobs
          Applications Engineer IV - Building Automation Systems and Analytics - Austin, TX - Siemens - Austin, TX      Cache   Translate Page      
Interested in helping Siemens take Building Controls to the next level with Machine Learning and Artificial Intelligence?...
From Siemens - Fri, 21 Dec 2018 03:21:49 GMT - View all Austin, TX jobs
          Strategic Program Director - Arundo Analytics - Houston, TX      Cache   Translate Page      
Our products help business leaders and operations professionals in heavy industries better manage complex physical systems through machine learning and data...
From Arundo Analytics - Wed, 24 Oct 2018 16:25:58 GMT - View all Houston, TX jobs
          IBM Watson Specialist - Artificial Intelligence - Accenture - Austin, TX      Cache   Translate Page      
IBM Cloud Platform, IBM Watson AI / Data / Vision / Speech/ Language, Machine Learning, Intelligent Automation, APIs....
From Accenture - Tue, 20 Nov 2018 20:31:24 GMT - View all Austin, TX jobs
          Senior AI Solutions Architect - Industrial - Petuum - Sunnyvale, CA      Cache   Translate Page      
Machine learning or IIoT preferred. PaaS, SaaS, IaaS and business intelligence/analytics implementation experience are a plus....
From Petuum - Sun, 06 Jan 2019 08:08:10 GMT - View all Sunnyvale, CA jobs
          Backend Software Engineer, Search - Hired - San Francisco, CA      Cache   Translate Page      
The company is backed by Lumia Capital, Sierra Ventures and other leading investors. Desire to learn about how Data & Machine Learning can influence Search &...
From Hired - Fri, 07 Dec 2018 08:23:03 GMT - View all San Francisco, CA jobs
          U. S. Department of Defense Needs Statement      Cache   Translate Page      
Unclassified//FOUO

U. S. Department of Defense Needs Statement


The United States Department of Defense is interested in discovering innovative capabilities to advance the Department's modernization priorities and their enabling capabilities.  The Department of Defense Rapid Reaction Technology (RRTO) Innovation Outreach Program will conduct a Solutions Meeting in the Washington, DC area in summer 2019.  The Solutions Meeting will provide selected innovative companies an opportunity to make short technical presentations to government representatives about their technologies and/or products.  There is potential that companies may be selected for pilot projects or experimentation if their technology appears to match the needs described below.


The Department of Defense has prioritized technology modernization in the following areas: Microelectronics, Cyber, Quantum Science, Directed Energy, Networked C3, Space, Autonomy, Hypersonics, Machine Learning, and Missile Defense.  The Department of Defense seeks innovative, foundational technologies in the following bolded topic areas that can support or enable advances to the modernization priorities (candidate technology can be a stand-alone system, enabling technology related to the modernization priorities, or a component of a system):


Next Gen Computing, Processing, Sensing and Communications
 • Neuromorphic Electronics
 • Quantum Information and Sensing
 • 5G Wireless Communications for IoT
 • Internet of Things Protection and Exploitation
 • Passive Sensing
 • Long-Range, Low-Power Communications


Smart Fabrics & Sensors
 • Monitor Vital Signs
 • Wearable Computer Systems
 • Flexible / Wearable Sensors
 • Haptics


Artificial Intelligence
 • Synthetic Training / Operational Environments
 • Imagery Processing
­   - Change Detection
­   - Pattern of Life Analysis
­   - 3D Representation
­   - Automated Object Recognition
 • Decision Support Tools
 • AI at the Edge


Power & Energy
 • Scalable, High Energy Density Systems
 • Micro-Power Generation
 • Energy Scavenging & Harvesting
 • Fast Charge Batteries


Autonomy
 • Human-Machine Teaming
 • Vehicle Networks and Controllers
 • V2V and V2X Communications
 • Human Performance Enhancement
 • Personal Autonomy Support
 • Mobility & Logistics


Assured Electronics, MEMS, and Photonics
 • Anti-Tamper / Anti-Counterfeit / Trusted and Assured Electronics
 • Low-Power / Ultra Low-Power Electronics
 • Novel Metallics, Ceramics and Composites
 • Integrated Photonics
 • Novel Fiber Optics


Companies interested in participating in the Solutions Meeting should submit an application to RRTO Innovation via e-mail to osd.pentagon.ousd-atl.mbx.rrto-innovation@mail.mil.


The following information is required in the application (Note: only 1 application is permitted per company):
 1. Email subject line "DoD Solutions Meeting"
 2. Company name
 3. Website address
 4. POC, email, phone number and an alternate POC if desired
 5. A succinct description (less than 100 words in length) of the one technology that the company plans to discuss if they are selected to present at the Solutions Meeting.  This description should be about the technology/capability, and should not include a description of the company.
 6. Select the one technology area (the bolded technology areas above) that your technology BEST fits.  Do not list multiple technology areas.


All applications must be received on or before 5:00 PM EST, February 27, 2019. Submission of an application does not guarantee an invitation to the Solutions Meeting.


Selected companies will be responsible for their travel and all other expenses associated with participation in the DoD Solutions Meeting.


Unclassified//FOUO


Set-aside code: N/A Contact: RRTO Innovation Outreach, Email osd.pentagon.ousd-atl.mbx.rrto-innovation@mail.mil
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Madison, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Madison, WI jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Milwaukee, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Milwaukee, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Madison, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Madison, WI jobs
          Data and Analytics Technology - Data and Analytics Technology Generalist - Manager - PwC - Montréal, QC      Cache   Translate Page      
They understand business, are conversant across a number of modern data & analytics domains such as Big Data, advanced analytics, machine learning, advanced...
From PwC - Thu, 31 Jan 2019 15:10:29 GMT - View all Montréal, QC jobs
          We analyzed 16,625 papers to figure out where AI is headed next      Cache   Translate Page      
by Karen Hao, MIT Technology Review Our study of 25 years of artificial-intelligence research suggests the era of deep learning is coming to an end. Through our analysis, we found three major trends: a shift toward machine learning during the late 1990s and early 2000s, a rise in the popularity of neural networks beginning in the […]
          Exploring the relative importance of biotic and abiotic factors that alter the self-thinning rule: Insights from individual-based modelling and machine-learning      Cache   Translate Page      

Publication date: 1 April 2019

Source: Ecological Modelling, Volume 397

Author(s): Ping Ma, Xiao-Hui Han, Yue Lin, John Moore, Yao-Xin Guo, Ming Yue

Abstract

The generality and variability of the self-thinning rule in plant populations have been intensively debated in the past decades. Recent studies on self-thinning focus on understanding how the variability arises and are dedicated to a broader theory, with different biotic and abiotic factors suggested to explain the variability of the self-thinning line. However, the relative role and importance of different factors in altering the self-thinning line are still unclear. Using a generic individual-based model which simultaneously implements different modes (symmetric versus asymmetric) of both competition and facilitation among individual plants, we explored the variability of the self-thinning line in simulated plant populations. We employed a machine learning approach (Random Forests) to evaluate the potential effect and importance of seven biotic and abiotic factors (i.e. mode of competition, mode of facilitation, abiotic stress level, initial density, initial spatial distribution pattern, threshold of death and method used for fitting self-thinning lines) on simulated self-thinning lines. Simulations of the individual-based model demonstrated a significant variation in self-thinning lines. Our Random Forests models were able to explain and predict more than 98% of the variation in both the slope and intercept of the self-thinning line. These models identified mode of competition as being the most important factor that alters both the slope and intercept of the self-thinning line. For the variation of slope, other factors were much less important than competition. Most of the factors were more important in altering the intercept rather than the slope of self-thinning line. Changes of the slope and intercept in response to different factors indicated their divergent roles and partial effects on self-thinning mechanisms. Our study demonstrates that different biotic and abiotic factors have distinct effects and importance in altering the self-thinning rule, implying context dependent outcomes and consequences. We highlight that individual-based models and machine learning approaches are powerful tools to evaluate driving factors and to understand hidden mechanisms underlying complex patterns. The joint application of the two powerful tools will help to extend the framework of self-thinning and foster other research in ecology.


          Modelling fish communities in relation to water quality in the impounded lakes of China’s South-to-North Water Diversion Project      Cache   Translate Page      

Publication date: 1 April 2019

Source: Ecological Modelling, Volume 397

Author(s): Chuanbo Guo, Yushun Chen, Han Liu, Yin Lu, Xiao Qu, Hui Yuan, Sovan Lek, Songguang Xie

Abstract

Large scale inter-basin water diversion projects would have a set of ecological and environmental impacts on aquatic ecosystems. However, knowledge regarding water transfer induced water quality changes in determining fish communities in the impounding ecosystems remain largely unknown. In the current study, we filled this research gap by using a set of machine learning algorithms to ensemble modelling fish community indices with water quality indicators in the impounded lakes along the eastern route of China’s South-to-North Water Diversion Project (SNWDP). Overall, our results realed that water quality changes can be good predictors for the variation of fish community structures in these lakes. Although different model techniques highlighted different variable importance of water quality in determining fish communities, there is generally a consensus that the hydrological related water quality indicators like: water clarity (e.g., total suspended solids) and nutrient loading (e.g., phosphate) contributed the most to the changes of fish communities. Our results also indicated that water diversions could bring knock-on effects on fish communities. Thus, more attention should be paid to long-term ecological effects from future water diversions.


          Manager - Risk Modelling - cogniframe.com - Toronto, ON      Cache   Translate Page      
Exposure to Derivatives would be beneficial. CogniFrame is a hybrid machine learning company that combines Classical Risk Models and Quantum Optimization to...
From Indeed - Fri, 08 Feb 2019 18:23:03 GMT - View all Toronto, ON jobs
          Partner Development Manager - Machine Learning and Artificial Intelligence - Amazon Web Services, Inc. - Herndon, VA      Cache   Translate Page      
We are looking for a motivated, technically savvy person to build upon our ecosystem of partners who build solutions with Amazon artificial intelligence and...
From Amazon.com - Tue, 08 Jan 2019 09:37:16 GMT - View all Herndon, VA jobs
          Analytics Modeler (Machine Learning) - FGBS- Ford Global Business Services - Chennai, Tamil Nadu      Cache   Translate Page      
Candidates should have significant hands-on experience with analytics projects using advanced Statistical / Econometrics / Operation Research / Actuarial or...
From Ford Motor Company - Mon, 04 Feb 2019 16:57:32 GMT - View all Chennai, Tamil Nadu jobs
          Machine Learning and Data Science Engineer-PGRP - Morgantown, WV      Cache   Translate Page      
Organization National Energy Technology Laboratory (NETL) Reference Code NETL-2018-PGRP-VanEssendelft-1 How to Apply A complete application consists of: An...
From Oak Ridge Associated Universities - Wed, 19 Dec 2018 12:47:02 GMT - View all Morgantown, WV jobs
          Partner Development Manager - Machine Learning and Artificial Intelligence - Amazon Web Services, Inc. - Herndon, VA      Cache   Translate Page      
We are looking for a motivated, technically savvy person to build upon our ecosystem of partners who build solutions with Amazon artificial intelligence and...
From Amazon.com - Tue, 08 Jan 2019 09:37:16 GMT - View all Herndon, VA jobs
          2019-02-27 - From Machine-Learning Interatomic Potentials to Materials Chemistry (LUXEMBOURG)      Cache   Translate Page      
Ort: Université du Luxembourg - Campus Limpertsberg (Luxembourg, Centre / Zentrum, LUXEMBOURG)
Datum: 2019-02-27
Uhrzeit: 11:00 - 12:30

About the topicUnderstanding the links between structure and properties in materials is a formidable task. Atomic-scale simulations based on density-functional theory (DFT) have played important roles in this - but they are computationally expensive and can describe complex materials only in small model systems. Novel interatomic potentials based on machine learning (ML) have recently garnered a lot of attention in computational physics, chemistry, and materials science: these simulation tools achieve close-to DFT accuracy at only a fraction of the cost.In the first part of this talk, I will argue that ML-based interatomic potentials are particularly useful for studying materials with complex structures, such as amorphous (non-crystalline) solids. I will describe an ML potential for amorphous carbon [1] that was built using the Gaussian Approximation Potential (GAP) framework [2], with a special view on what is needed to create and validate ML potentials for the amorphous state. I will...
 

          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Sat, 27 Oct 2018 10:20:44 GMT - View all Texas jobs
          Implementation Engineer - Behavox - New York, NY      Cache   Translate Page      
Knowledge and application of statistical methods and Machine Learning algorithms (optional); The IM team is owning an increasing number of deployment and...
From Behavox - Mon, 10 Dec 2018 16:19:54 GMT - View all New York, NY jobs
          Data Scientist: Medical VoC and Text Analytics Manager - GlaxoSmithKline - Research Triangle Park, NC      Cache   Translate Page      
Strong business acumen; 2+ years of unstructured data analysis/text analytics/natural language processing and/or machine learning application for critical...
From GlaxoSmithKline - Fri, 19 Oct 2018 23:19:12 GMT - View all Research Triangle Park, NC jobs
          Senior AI Solutions Architect - Industrial - Petuum - Sunnyvale, CA      Cache   Translate Page      
Machine learning or IIoT preferred. PaaS, SaaS, IaaS and business intelligence/analytics implementation experience are a plus....
From Petuum - Sun, 06 Jan 2019 08:08:10 GMT - View all Sunnyvale, CA jobs
          Machine Learning / Atificial Intelligence Engineer - Eigen - Grass Valley, CA      Cache   Translate Page      
We have two products, Artemis, our 3D semi-robotic prostate biopsy system and ProFuse, our MRI image fusion product that is being used on patients daily to...
From Indeed - Mon, 10 Dec 2018 18:58:13 GMT - View all Grass Valley, CA jobs
          Special Operations Network Engineer - Barbaricum - Springfield, VA      Cache   Translate Page      
UNIX, Linux, or Cisco IOS. Machine learning, data mining, and knowledge discovery. Cisco CCNP Cloud, CCNP Routing and Switching....
From Barbaricum - Wed, 17 Oct 2018 18:06:35 GMT - View all Springfield, VA jobs
          Manager, Security Engineering - 7-Eleven - Irving, TX      Cache   Translate Page      
Internal Posting Dates:. We are utilizing Machine Learning and Artificial Intelligence to mine our customer transactions, text data and Images to provide...
From 7-Eleven - Mon, 07 Jan 2019 19:01:13 GMT - View all Irving, TX jobs
          UI + AI: Combine user experience design with machine learning to build smarter products      Cache   Translate Page      
4 principles for finding efficiently combining the best product design methods with the pragmatic applications of machine learning:
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          Principal Software Engineer - Thales - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Fri, 16 Nov 2018 07:23:59 GMT - View all Texas jobs
          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Sat, 27 Oct 2018 10:20:44 GMT - View all Texas jobs
          Machine Learning Deployment Engineer - Dell EMC - Round Rock, TX      Cache   Translate Page      
Regularly interfaces with IT Business Partner and key business stakeholders. Design blueprints for efficient production of machine learning models embedded in...
From Indeed - Thu, 17 Jan 2019 22:20:38 GMT - View all Round Rock, TX jobs
          Business Analytics Masters Intern (Summer 2019) - DELL - Round Rock, TX      Cache   Translate Page      
Life at Dell. Ability to use machine learning techniques. The business analytics intern will be working on a problem which would require detailed analytics and...
From Dell - Fri, 05 Oct 2018 11:17:11 GMT - View all Round Rock, TX jobs
          Systems Engineer (Network) - Revionics - Austin, TX      Cache   Translate Page      
To help retail businesses and everyday users solve complex pricing challenges leveraging the latest machine learning science with a completely transparent...
From Revionics - Wed, 21 Nov 2018 03:40:03 GMT - View all Austin, TX jobs
          Python Software Development Engineer      Cache   Translate Page      
NY-New York City, If you are a Solutions Engineer with server-side development experience, you'll want to read this. We are an NYC-based FinTech solutions company that develops cloud-based text analytics to help businesses draw actionable insights from text on a massive scale. Using NLP, AI, and machine learning, our products transform unstructured data into targeted information and deliver it in elegant formats th
          We analyzed 16,625 papers to figure out where AI is headed next      Cache   Translate Page      
by Karen Hao, MIT Technology Review Our study of 25 years of artificial-intelligence research suggests the era of deep learning is coming to an end. Through our analysis, we found three major trends: a shift toward machine learning during the late 1990s and early 2000s, a rise in the popularity of neural networks beginning in the […]
          IBM builds a more diverse million-face data set to help reduce bias in AI      Cache   Translate Page      
Encoding biases into machine learning models, and in general into the constructs we refer to as AI, is nearly inescapable — but we can sure do better than we have in past years. IBM is hoping that a new database of a million faces more reflective of those in the real world will help. Facial recognition […]
          Manager, Data Science - Micron - Boise, ID      Cache   Translate Page      
Create server based visualization applications that use machine learning and predictive analytic to bring new insights and solution to the business....
From Micron - Fri, 30 Nov 2018 00:47:34 GMT - View all Boise, ID jobs
          Director Venture Capital - Artificial Intelligence - Micron - Milpitas, CA      Cache   Translate Page      
Broad, versatile knowledge of artificial intelligence and machine learning landscape, combined with strong business consulting acumen, enabling the...
From Micron - Fri, 08 Feb 2019 00:52:01 GMT - View all Milpitas, CA jobs
          Intern - Full-Stack Web Developer - Micron - Milpitas, CA      Cache   Translate Page      
Experience with machine learning a plus. This means conducting business with integrity, accountability, and professionalism while supporting our global...
From Micron - Tue, 05 Feb 2019 00:56:53 GMT - View all Milpitas, CA jobs
          Director of Artificial Intelligence - Micron - Milpitas, CA      Cache   Translate Page      
Broad, versatile knowledge of artificial intelligence and machine learning landscape, combined with strong business consulting acumen, enabling the...
From Micron - Fri, 19 Oct 2018 17:30:05 GMT - View all Milpitas, CA jobs
          Partner Development Manager - Machine Learning and Artificial Intelligence - Amazon Web Services, Inc. - Herndon, VA      Cache   Translate Page      
We are looking for a motivated, technically savvy person to build upon our ecosystem of partners who build solutions with Amazon artificial intelligence and...
From Amazon.com - Tue, 08 Jan 2019 09:37:16 GMT - View all Herndon, VA jobs
          Senior Data Scientist - Cray - Seattle, WA      Cache   Translate Page      
Who is Cray? Our business is supercomputing. Working closely with other internal teams to integrate machine learning into existing product offerings using...
From Cray - Wed, 23 Jan 2019 08:18:39 GMT - View all Seattle, WA jobs
          2019-02-27 - From Machine-Learning Interatomic Potentials to Materials Chemistry (LUXEMBOURG)      Cache   Translate Page      
Lieu: Université du Luxembourg - Campus Limpertsberg (Luxembourg, Centre / Zentrum, LUXEMBOURG)
Date: 2019-02-27
Horaire: 11:00 - 12:30

About the topicUnderstanding the links between structure and properties in materials is a formidable task. Atomic-scale simulations based on density-functional theory (DFT) have played important roles in this - but they are computationally expensive and can describe complex materials only in small model systems. Novel interatomic potentials based on machine learning (ML) have recently garnered a lot of attention in computational physics, chemistry, and materials science: these simulation tools achieve close-to DFT accuracy at only a fraction of the cost.In the first part of this talk, I will argue that ML-based interatomic potentials are particularly useful for studying materials with complex structures, such as amorphous (non-crystalline) solids. I will describe an ML potential for amorphous carbon [1] that was built using the Gaussian Approximation Potential (GAP) framework [2], with a special view on what is needed to create and validate ML potentials for the amorphous state. I will...
 

          Software Development Engineer II - ADCI - BLR 14 SEZ - Bengaluru, Karnataka      Cache   Translate Page      
Hands-on expertise in many disparate technologies, typically ranging from machine learning, largescale data platforms, service oriented architecture,...
From Amazon.com - Sat, 09 Feb 2019 10:22:57 GMT - View all Bengaluru, Karnataka jobs
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          Principal Software Engineer - Thales - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Fri, 16 Nov 2018 07:23:59 GMT - View all Texas jobs
          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Sat, 27 Oct 2018 10:20:44 GMT - View all Texas jobs
          Mobile Software Development Engineer - Xevo - Bellevue, WA      Cache   Translate Page      
Technical and non-technical, internal and external. Do you dream about artificial intelligence and machine learning?...
From Xevo - Thu, 31 Jan 2019 22:37:40 GMT - View all Bellevue, WA jobs
          Data Science Engineer - Apple - Austin, TX      Cache   Translate Page      
Working with internal business teams to integrate data and decision-making. Machine learning background a plus....
From Apple - Tue, 11 Dec 2018 01:46:40 GMT - View all Austin, TX jobs
          Amazon Adds Voice to Calls for Regulation of Facial Recognition       Cache   Translate Page      


Posted on February 8, 2019 by Alex Perala





Amazon is now calling for government regulation of facial recognition technology, even as it defends sales of its own such technology to law enforcement authorities.

In a new post on the Amazon Web Services Machine Learning blog, the company’s VP of Global Public Policy, Michael Punke, writes, “We support the calls for an appropriate national legislative framework that protects individual civil rights and ensures that governments are transparent in their use of facial recognition technology.” Such calls have increasingly come from inside the house, so to speak, with competitors like Microsoft calling for government intervention to prevent a ‘race to the bottom’ in the facial recognition industry.

Many of those calls have come in the wake of the controversy that erupted last year after revelations that Amazon had sold its Rekognition computer vision system to police authorities for use in public surveillance. The company has defended this practice on the grounds that its facial recognition technology can be a useful tool in the fight against human trafficking and sexual exploitation, and in his new blog post AWS’s Punke adds that the company has “not received a single report of misuse by law enforcement.”

Nevertheless, Punke adds, “we understand why people want there to be oversight and guidelines put in place to make sure facial recognition technology cannot be used to discriminate,” and proceeds to lay out five proposed guidelines for the responsible use of facial recognition technology:
“Facial recognition should always be used in accordance with the law, including laws that protect civil rights.”
“When facial recognition technology is used in law enforcement, human review is a necessary component to ensure that the use of a prediction to make a decision does not violate civil rights.”
“When facial recognition technology is used by law enforcement for identification, or in a way that could threaten civil liberties, a 99% confidence score threshold is recommended.”
“Law enforcement agencies should be transparent in how they use facial recognition technology.”
“There should be notice when video surveillance and facial recognition technology are used together in public or commercial settings.”

The guidelines take the use of facial recognition technology by government and police authorities as a given – a position that some privacy and civil rights advocates would likely oppose – while also putting the onus on legislators to figure out what kinds of uses for this technology are and aren’t appropriate. In that sense, they could offer an important middle ground in the ongoing discourse about contemporary facial recognition technology, with one of the staunchest proponents of selling this tech to government acknowledging that ethical concerns are in play.

Source: AWS Machine Learning Blog




          Hardware and Software Machine Learning Performance Intern - HP - Fort Collins, CO      Cache   Translate Page      
This position requires working full-time at the Fort Collins, Colorado site during the summer of 2018. This is a technical position located in the R&D lab of...
From HP - Fri, 12 Oct 2018 11:37:48 GMT - View all Fort Collins, CO jobs
          Sr Software Engineer - Distributed Systems - Apple - Austin, TX      Cache   Translate Page      
We work on many high-impact projects that serve various Apple lines of business. Understanding of machine learning, statistics....
From Apple - Sat, 13 Oct 2018 13:48:43 GMT - View all Austin, TX jobs
          Software Engineer, Java Full Stack (Austin, Texas) - Apple - Austin, TX      Cache   Translate Page      
Experience in Python and Machine Learning algorithms is a big plus. This team builds leading edge custom applications that serve Apple customers and partners....
From Apple - Sat, 10 Nov 2018 01:44:58 GMT - View all Austin, TX jobs
          Python Software Engineer - Zeta Global - Nashville, TN      Cache   Translate Page      
Building new Internal and External / Public facing Services and APIs. Fundamental experience using Python in the context of a machine learning or artificial...
From Zeta Global - Fri, 07 Dec 2018 08:49:56 GMT - View all Nashville, TN jobs
          Stagiaire ou contractuel-le en apprentissage automatique / Machine Learning Intern or Contractor - Huawei Canada - Montréal, QC      Cache   Translate Page      
Situés à Hong Kong, Shenzen, Péking, Londres, Paris, Montréal, Toronto et Edmonton, les laboratoires Noah’s Ark forment le laboratoire de recherche phare de...
From Huawei Canada - Thu, 17 Jan 2019 11:46:40 GMT - View all Montréal, QC jobs
          MACHINE LEARNING ENGINEER FOR SPEECH RELATED APPLICATIONS - Huawei Canada - Montréal, QC      Cache   Translate Page      
We thank all applicants for their interest in career opportunities with Huawei. Machine Learning Engineer for Speech related Applications (6 months contract)....
From Huawei Canada - Wed, 17 Oct 2018 05:55:32 GMT - View all Montréal, QC jobs
          Lufthansa predecirá la demanda con inteligencia artificial      Cache   Translate Page      

El Grupo Lufthansa y el Centro de Innovación de Lufthansa han firmado una alianza de investigación con el especialista canadiense en tecnología de viajes Hopper, centrado en inteligencia artificial. Esta será su tercera inversión en el área de la tecnología en un año, luego de las inversiones en la startup Fleet Logistics y cargo.one, y respaldará la expansión de su nuevo soco tecnológico en el mercado europeo.


Hopper opera la que ha sido reconocida como una de las aplicaciones de reserva de viajes más innovadoras del mundo, basada en un potente machine learning e inteligencia artificial.

Con este proyecto de investigación, en el que el Grupo Lufthansa está realizando una inversión multimillonaria, las dos compañías desarrollarán una colaboración a largo plazo en modelos de análisis predictivo y previsiones de demanda de vuelo. Además, el proyecto utilizará inteligencia artificial para conocer las preferencias de los clientes en un nivel mucho más profundo en un intento de obtener información para ofrecer recomendaciones personalizadas sobre servicios adicionales o upgrades.

La asociación estratégica fue iniciada y negociada por Lufthansa Innovation Hub, la unidad de innovación y digitalización del Grupo Lufthansa. Además de promover el desarrollo de la inteligencia artificial, Hopper aprovechará el centro de innovación para proporcionar información estratégica sobre las necesidades específicas de los clientes del grupo alemán.

El lanzamiento europeo de Hopper está programado para comenzar a mediados de 2019 y el director gerente de Lufthansa Innovation Hub, Gleb Tritus, ha afirmado que durante los próximos meses apoyará la colaboración con los expertos en distribución y revenue management del Grupo Lufthansa.

Hopper se ha descrito a sí mismo como una empresa de reservas solo para dispositivos móviles para la industria de viajes con su modelo de comercio conversacional y su potente machine learning. Afirma haber ahorrado a los usuarios más de 2.000 millones de dólares en gastos con una precisión de recomendación del 95%.

“Los viajes es una industria de 1.300.000 de millones de dólares. El viaje online alcanza los 662.000 millones de dólares, en la que el móvil comprende 264.000 millones de dólares", explica Frederic Lalonde, CEO y co-fundador de Hopper. “A medida que el mundo continúa cambiando de la web a los dispositivos móviles, y en particular a las aplicaciones, se estima que entre el 70 y el 90% del tiempo que se pasa online es a través de dispositivos móviles. De eso, el 92% de todo el tiempo móvil se gasta en aplicaciones, y no en la web móvil".

Esas cifras parecen sugerir que Hopper ha encontrado que el punto ideal para convertirse en una forma de reservar un viaje y su reciente crecimiento parece respaldar eso. En el 2018 experimentó una importante proyección internacional y, como se destaca en este acuerdo de Lufthansa, planea acelerar ese crecimiento en mercados clave en el extranjero: el 25% de las ventas de billetes ya se originan fuera de los Estados Unidos de América.

Las mejoras iniciales, pero significativas, de productos, como la inclusión de 47 operadores de low cost en Europa, ya han conducido a un pronunciado crecimiento en la región, con un aumento de las ventas de 2,5 veces interanual. Australia, el primer mercado apuntado para el lanzamiento internacional, ha visto casi cuadruplicar sus propias ventas en un año.


          Data Warehouse Developer - QVC - West Chester, PA      Cache   Translate Page      
Machine Learning is a plus. Learns to build productive networks with internal clients. Interfaces with business analysts, project managers and clients to...
From QVC - Wed, 19 Dec 2018 23:28:19 GMT - View all West Chester, PA jobs
          Machine Learning / Atificial Intelligence Engineer - Eigen - Grass Valley, CA      Cache   Translate Page      
We have two products, Artemis, our 3D semi-robotic prostate biopsy system and ProFuse, our MRI image fusion product that is being used on patients daily to...
From Indeed - Mon, 10 Dec 2018 18:58:13 GMT - View all Grass Valley, CA jobs
          Machine Learning Engineer - Stefanini - McLean, VA      Cache   Translate Page      
AWS, Spark, Scala, Python, Airflow, EMR, Redshift, Athena, Snowflake, ECS, DevOps Automation, Integration, Docker, Build and Deployment Tools Ability to provide...
From Indeed - Tue, 16 Oct 2018 20:59:09 GMT - View all McLean, VA jobs
          Principal Associate Software Engineer - Capital One - Tysons Corner, VA      Cache   Translate Page      
Java Ecosystem (Spring Boot, Maven, Tomcat etc.), API Gateway, AWS (S3, ECS etc.), Angular, JUnit, Jasmine, Karma, Microservices, Machine Learning, Kafka,...
From Capital One - Sat, 02 Feb 2019 15:41:05 GMT - View all Tysons Corner, VA jobs
          Principal Software Engineer - Capital One - Richmond, VA      Cache   Translate Page      
Java Ecosystem (Spring Boot, Maven, Tomcat etc.), AWS (S3, ECS etc.), Angular, JUnit, Jasmine, Karma, Microservices, Machine Learning, Streaming....
From Capital One - Fri, 01 Feb 2019 20:10:31 GMT - View all Richmond, VA jobs
          Product Manager, Data - Upserve - Providence, RI      Cache   Translate Page      
Some of the technologies in our stack include React / React Native, Kinesis, DynamoDB, Machine Learning, RedShift, RDS, Ruby, JavaScript, Docker, ECS, and more....
From Upserve - Thu, 20 Dec 2018 07:48:32 GMT - View all Providence, RI jobs
          Product Manager - Upserve - Boston, MA      Cache   Translate Page      
Some of the technologies in our stack include React / React Native, Kinesis, DynamoDB, Machine Learning, RedShift, RDS, Ruby, JavaScript, Docker, ECS, and more....
From Upserve - Thu, 20 Dec 2018 07:48:32 GMT - View all Boston, MA jobs
          Senior Data Scientist / Machine Learning Engineer - PubMatic - Montréal, QC      Cache   Translate Page      
Job Description We are looking for a strong Data Scientist or Machine Learning Engineer - a proven 'doer' to develop, implement and extend data-intensive...
From PubMatic - Tue, 04 Dec 2018 04:08:14 GMT - View all Montréal, QC jobs
          Data Scientists / AI & Machine Learning Engineer - IVADO Labs - Montréal, QC      Cache   Translate Page      
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 - Fri, 09 Nov 2018 04:09:36 GMT - View all Montréal, QC jobs
          Senior Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Sat, 05 Jan 2019 10:09:26 GMT - View all New York, NY jobs
          Machine Learning Engineer - Temboo - New York, NY      Cache   Translate Page      
You will lead the design, prototyping and productization of machine learning-based features, and take responsibility for introducing other Temboo developers to...
From Temboo - Thu, 29 Nov 2018 10:09:26 GMT - View all New York, NY jobs
          Engineering Manager - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Sun, 28 Oct 2018 10:09:38 GMT - View all New York, NY jobs
          Frontend Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role building web-based features on top of transformative technologies like IoT and Machine Learning....
From Temboo - Wed, 17 Oct 2018 10:09:31 GMT - View all New York, NY jobs
          Embedded Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Wed, 17 Oct 2018 10:09:30 GMT - View all New York, NY jobs
          Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Fri, 28 Sep 2018 10:09:40 GMT - View all New York, NY jobs
          Risk & Underwriting Analyst      Cache   Translate Page      
TX-Dallas, Risk & Underwriting Analyst Ace Cash Express (Dallas, TX)Reqs: Bach's DeReqs: Bach's in mathematics, statistics, economics or other quantitative fields & 5 yrs progressive exp. A Mstrs Deg will sub for above exp. Job Duties incl: analyzing credit data using machine learning algorithms to evaluate consumer credit risk, preparing reports on model performance evaluations, business recommendations, ri
          An Emerging Capability: Military Applications of Artificial Intelligence and Machine Learning      Cache   Translate Page      
An Emerging Capability: Military Applications of Artificial Intelligence and Machine Learning SWJED Sun, 02/10/2019 - 12:58am
Military planning is become increasingly complex with the inclusion of advanced technologies, unmanned and autonomous systems, the cyber domain, new, emerging, and unknown threats, and the mercurial nature of the battlefield. AI and machine learning can help streamline military planning along several dimensions.

          Senior AI Solutions Architect - Industrial - Petuum - Sunnyvale, CA      Cache   Translate Page      
Machine learning or IIoT preferred. PaaS, SaaS, IaaS and business intelligence/analytics implementation experience are a plus....
From Petuum - Sun, 06 Jan 2019 08:08:10 GMT - View all Sunnyvale, CA jobs
          Data and Analytics Technology - Data and Analytics Technology Generalist - Manager - PwC - Montréal, QC      Cache   Translate Page      
They understand business, are conversant across a number of modern data & analytics domains such as Big Data, advanced analytics, machine learning, advanced...
From PwC - Thu, 31 Jan 2019 15:10:29 GMT - View all Montréal, QC jobs
          Database Admin Intern - Bandwidth - Raleigh, NC      Cache   Translate Page      
Familiarity with Machine Learning & Statistical concepts. Provide operational support to satisfy internal reporting/data requests....
From Bandwidth - Tue, 20 Nov 2018 22:34:57 GMT - View all Raleigh, NC jobs
          MTS Software Engineer (7) - 69876 - Advanced Micro Devices, Inc. - Austin, TX      Cache   Translate Page      
Follow tech trends and understand impacts to AMD business. Machine learning experience a plus. What you do at AMD changes everything....
From Advanced Micro Devices, Inc. - Mon, 10 Dec 2018 19:32:25 GMT - View all Austin, TX jobs
          Principal Software Engineer - Thales - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Fri, 16 Nov 2018 07:23:59 GMT - View all Texas jobs
          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Sat, 27 Oct 2018 10:20:44 GMT - View all Texas jobs
          Principal Software Engineer - Thales Group - San Jose, CA      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Fri, 02 Nov 2018 10:13:44 GMT - View all San Jose, CA jobs
          Principal Software Engineer - Thales - San Jose, CA      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Fri, 02 Nov 2018 01:22:01 GMT - View all San Jose, CA jobs
          Software Development Engineer: Machine Learning Service - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
Build, operate and optimize critical AWS services enabling machine learning capabilities for internal use and by AWS customers....
From Amazon.com - Sat, 09 Feb 2019 10:23:34 GMT - View all Seattle, WA jobs
          Economist - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
The Economics and Machine Learning team in Data and Analytics Services (DAAS) organization focuses on the application of econometric and machine learning models...
From Amazon.com - Fri, 08 Feb 2019 10:19:58 GMT - View all Seattle, WA jobs
          Data Scientist - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
Use predictive analytics and machine learning techniques to solve complex problems and drive business decisions....
From Amazon.com - Thu, 07 Feb 2019 10:18:11 GMT - View all Seattle, WA jobs
          Sr. Economist Advertising Measurement Applications - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
Amazon Advertising is one of Amazon’s fastest growing businesses, and we are leveraging our unique data, the latest machine learning methods and big data...
From Amazon.com - Tue, 05 Feb 2019 10:14:55 GMT - View all Seattle, WA jobs
          Business Intelligence Engineer - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
Experience with forecasting measures and machine learning. What does a healthy organization look like in Amazon?...
From Amazon.com - Sat, 02 Feb 2019 10:11:43 GMT - View all Seattle, WA jobs
          Software Development Engineer - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
You are empowered to bring new technologies including serverless compute and machine learning to your solutions....
From Amazon.com - Sat, 02 Feb 2019 10:11:03 GMT - View all Seattle, WA jobs
          Sr. Manager, Technical Program Manager - Amazon.com - Seattle, WA      Cache   Translate Page      
High level familiarity with data mining or Machine Learning. The ideal candidate is a creative leader with superior analytical abilities across business and...
From Amazon.com - Fri, 01 Feb 2019 17:41:00 GMT - View all Seattle, WA jobs
          Risk & Underwriting Analyst      Cache   Translate Page      
TX-Dallas, Risk & Underwriting Analyst Ace Cash Express (Dallas, TX)Reqs: Bach's DeReqs: Bach's in mathematics, statistics, economics or other quantitative fields & 5 yrs progressive exp. A Mstrs Deg will sub for above exp. Job Duties incl: analyzing credit data using machine learning algorithms to evaluate consumer credit risk, preparing reports on model performance evaluations, business recommendations, ri
          EMO Hannover 2019 - World's Leading Metalworking Trade Show      Cache   Translate Page      

 Metalworking innovation platform attracts industry insiders and investors from all over the world
 The megatopic of networking is changing industrial production

by Shrutee K/DNS

India. – The 22nd EMO will be opening its doors from 16 to 21 September 2019 in Hanover. Once again, the world's leading trade fair for metalworking is being held in Germany, the world's third largest machine tool market. "All major manufacturers of production technology will be presenting their products and services in Hanover at the largest and most comprehensive exhibition of industrial production. Nobody can afford to miss it," says Dr. Wilfried Schäfer, Executive Director of the EMO organiser VDW (German Machine Tool Builders’ Association) in Frankfurt am Main, Germany.

More than 1.780 exhibitors from 41 countries had applied by the registration deadline of 1 December 2018. The companies include market leaders in all technology areas such as DMG Mori, FFG, Mazak, Siemens, Grob, Doosan, Fanuc, Okuma, Makino, Index, GF Machining Solutions, Chiron, Trumpf, SLM, Stratasys, Paul Horn, Iscar, Sandvik, Kuka and many, many more. New companies are joining them every day.From India there were already 31 companies registered. Among others those are Bharat Fritz Werner, Forbes & Company, Jyoti CNC Automation e.g.

EMO Hannover is indeed the only truly international platform for metalworking. In contrast to all other trade fairs which describe themselves as international on the basis of their exhibitors, EMO Hannover also attracts trade visitors from all over the world. In 2017, just under half of the roughly 130,000 visitors travelled to Hanover from outside Germany, with around 160 countries represented. The proportion rose to 64 per cent for the exhibitors.

"EMO Hannover is the undisputed innovation platform for metalworking machines, solutions and services," emphasises Dr. Schäfer. In 2017, 72 per cent of the exhibitors said they brought innovations to Hanover that they had developed especially for EMO. This wouldn't happen at any other fair, according to Schäfer.


EMO Hannover showcasing smart technologies for the intelligent factory
EMO Hannover is addressing one of the biggest challenges facing the industry with its Smart technologies driving tomorrow's production! theme. "What is decisive for intelligent factories is the comprehensive networking of people, plants and business processes along the entire value chain," explains Wilfried Schäfer from the VDW. Networking in industry is gaining momentum much faster because greater processor power is now available which makes the processing of large amounts of data possible in the first place. According to estimates by the international market research institute International Data Corporation, 30 billion private and industrial endpoints could be networked worldwide by 2020.

Smart technologies are the key to greater productivity, better quality and more flexibility. These are the classic goals for new and further developments in production technology. Digitalisation and intelligent factory networking also facilitate new functions such as process monitoring or predictive maintenance, which go one step further with self-learning machines based on smart data and data analysis. These create the basis for new business models like the platform economy, allowing customers and providers to reach the next level of efficiency. The top priority of almost every EMO exhibitor is to offer creative new solutions. New Industry 4.0 concepts are emerging in all areas: for machines, components, controls, measuring systems and material flows. "We are convinced that EMO Hannover 2019 will be a hotspot for new offerings and solutions for the smart factory," says Schäfer.  
 
IoT in Production – A key focus of EMO Hannover 2019
IoT will be bundled in various constellations at EMO Hannover in order to highlight all facets of Industry 4.0:

Dedicated exhibition area for IoT in production This section is reserved for individual exhibitors in the field of control technology, software and automation technology. Established control manufacturers such as Beckhoff, Bosch, Fanuc, Heidenhain and Siemens, but also engineering consortiums such as Adamos and Axoom, presented their IT platforms at EMO Hannover in 2017. "We know that this exhibition area also offers a highly attractive environment for IT providers such as IBM, HP, GE, SAP, Microsoft Oracle, Telekom and others if they want to boost their business with manufacturers of production technology," says Schäfer. EMO Hannover provides an ideal platform for this because all decision-makers from the entire production technology value chain are there – and interested in everything from product development to production, quality management and logistics. "Production planners today not only invest in machines, they also want to see integrated solutions, and no other trade fair offers this in such a concentrated form as EMO Hannover," sums up Dr. Schäfer.

Special show: Industry 4.0 area - smart solutions for your business Innovative companies and renowned research institutes present intelligent solutions aimed at boosting their customers' business success in the Industry 4.0 area. These include intelligent components for process monitoring or operator support, solutions that ensure smooth data flow with maximum data security, and much more. The special show will also feature representatives from the field of research who will be presenting the current state of scientific development. In addition, the specialist forum will offer participants the opportunity to discuss existing products as well as future visions with a broad specialist audience. The VDW is developing the special show together with the Konradin Media Group.National stands National stands will also be featured in this area. The VDW is currently in talks with China, France, Japan, Switzerland and Taiwan. They all have their own national Industry 4.0 or IoT initiatives and are cordially invited to present them at EMO Hannover 2019.

Industry 4.0 Trend ForumIn addition, the VDW has joined forces with the Software association of the VDMA (German Engineering Federation), the umbrella organisation for mechanical and plant engineering, the second-largest customer sector for machine tools. Together they are organising a high-calibre forum on the latest Industry 4.0 and machine learning trends, including presentations and panel discussions which will run throughout the EMO. The future of work will constitute a further focus.

umati – a common language for Industry 4.0 The interface standard for machine tools based on OPC UA, with all its functionalities, will finally be presented at EMO Hannover 2019. This provides neutral and open connection of machines to higher-level IT systems. It is a prerequisite for the success of Industry 4.0. Only then can data from different machine manufacturers with different control systems be transferred to ERP and MES systems or into the cloud. There they are further processed or evaluated and thus form the basis of new services and functions.

This connectivity is the key to all the added value and business models that the economy hopes Industry 4.0 will yield. Small and medium-sized companies in particular are counting on being able to connect their machines effectively in order to participate in the new IoT developments. This will help them concentrate on their core competences in their daily business.

This is why the VDW together with eight well-known German machine tool manufacturers and all major control suppliers launched the umati interface more than a year ago. umati stands for universal machine tool interface. To date, more than 20 use cases have been defined: these include at-a-glance overview of production, program progress and machine status, handling of a production order, creation of error statistics, and operating status in a time stream. They are described by over 100 relevant parameters, e.g. "Machine running yes/no". A joint working group was set up for OPC UA at the end of 2018. The international machine tool community is now able to participate in revising and disseminating the standard.


The goal is to present a complete implementation of the specification at EMO Hannover 2019 – to the extent that it is available by then – together with a larger number of partners. "The VDW is assuming that the first products will also be offered in which preconfigured OPC UA servers are integrated directly into the respective control units based on the specification, explains Wilfried Schäfer.

EMO Hannover presenting topics on the future of industrial production
EMO Hannover 2019 will be addressing all the production-related challenges, from machine technology and IT solutions through to the changing world of work. It will be highlighting how much more productive, efficient and flexible the next generations of machines will be. With many supporting events, it will show how networked production is increasingly spreading to all areas. Order processing, production preparation and planning, manufacturing and logistics will all change. New functions and services are being created. And the people working in industry need to be given the skills to perform these tasks. "EMO Hannover 2019 has plenty to offer on all these topics. The EMO organisers will be complementing the exhibitors' offerings with a wide range of supporting events and special shows. EMO will once again be a Mecca for international production technology and point the way for development in the coming years," concludes Dr. Schäfer of the VDW.   


          big data para directivos      Cache   Translate Page      

he encontrado este interesante sitio web. Va sobre machine learning prediction y además sobre big data para directivos. big data para directivos , machine learning prediction ...Uno de los principales temas es: herramientas big data , pero realmente trata también sobre big data para directivos y machine learning prediction…


          (HRV-Ind - Gurgaon) Manager-Pricing Analytics      Cache   Translate Page      
Senior Pricing Analyst – Data scientist (India-Based) Job brief We are looking for a passionate Data scientist for our Senior Pricing Analyst – Data scientist position. The successful candidate will turn data into information, information into insight and insight into business decisions. Job Duties and responsibilities · The Senior Data analyst responsibilities include conducting full lifecycle analysis to understand product value proposition, current or proposed price points, data gathering and cleansing, deep dive advanced statistical analysis/modeling and recommendations to optimize performance of pricing strategies and tactics. The senior pricing analyst will also support our sales teams operationally through deal support, data gathering through custom dashboard/reports development and analysis. · The role primary goal will be to help establishing the newly introduced strategic pricing function within CVENT by interpreting complex data sets, build pricing/value models through advanced statistical techniques and provide recommendations and reporting. · Work with management to prioritize business and information needs · Support the development of advanced pricing tools and analytics Requirements · Proven working experience as a data scientist or models building, (including financial and pricing) · Strong knowledge of and experience with statistics and R, databases (SQL), pricing and value models, regressions, applied pricing and economics principles, yield management concepts and tools, reporting and BI solutions (Tableau, etc) Qualifications · BTech in Mathematics, Economics, Computer Science, Information Management or Statistics. MBA/PH.d. is strongly preferred · 4-6 years relevant working experience · Working knowledge of strategic pricing (ie: elasticity, response curves) and yield management (ie: profit maximization models, forecasting techniques), including tools development · Demonstrated strong working experience with Excel, SQL and BI tools reporting (ie: Tableau) · Writing code in R or Python; experience with additional languages used for analysis and model building is a plus · Solid background in the fundamentals of machine learning and statistics, with an emphasis on non-parametric and non-linear methods (e.g., Random Forests, Support Vector Machines, Neural Networks, etc.) · Ability to work under pressure and meeting tight deadlines · Excellent written / oral communication skills Primary Location Gurgaon - India Schedule Full-time – Evening Shift (until 11pm India Time)
          Technical Support Engineer I - Pure Storage - Lehi, UT      Cache   Translate Page      
The world is experiencing a technological revolution driven by AI, machine learning, virtual reality, quantum computing and self-driving cars -- all of which...
From Pure Storage - Sun, 23 Dec 2018 08:19:51 GMT - View all Lehi, UT jobs
          Technical Support Engineer II - NAS/ Storage - Pure Storage - Lehi, UT      Cache   Translate Page      
The world is experiencing a technological revolution driven by AI, machine learning, virtual reality, quantum computing and self-driving cars -- all of which...
From Pure Storage - Fri, 30 Nov 2018 08:21:49 GMT - View all Lehi, UT jobs
          Senior Data Scientist - Predictive Enterprise Group - Neudesic LLC - Philadelphia, PA      Cache   Translate Page      
Machine Learning Solutions:. The explosion of big data, machine learning and cloud computing power creates an opportunity to make a quantum leap forward in...
From Neudesic LLC - Sat, 15 Dec 2018 21:58:12 GMT - View all Philadelphia, PA jobs
          Solution Architect - Data & Analytics - Neudesic LLC - New York, NY      Cache   Translate Page      
Machine Learning Solutions:. The explosion of big data, machine learning and cloud computing power creates an opportunity to make a quantum leap forward in...
From Neudesic LLC - Mon, 15 Oct 2018 09:58:30 GMT - View all New York, NY jobs
          NSBE Intern- National Society of Black Engineers 2019 National Convention - Visa - Detroit, MI      Cache   Translate Page      
Strong research experiences and publication record in machine learning and/or data mining, advanced cryptography, systems security, blockchain and quantum...
From Visa - Wed, 09 Jan 2019 04:11:40 GMT - View all Detroit, MI jobs
          Enterprise Pursuit Manager - North East US - Pure Storage - Boston, MA      Cache   Translate Page      
The world is experiencing a technological revolution driven by AI, machine learning, virtual reality, quantum computing and self-driving cars -- all of which...
From Pure Storage - Wed, 03 Oct 2018 22:31:54 GMT - View all Boston, MA jobs
          Sr. Security Analyst II - AbbVie - Lake County, IL      Cache   Translate Page      
Understanding of Machine Learning. Coordinate efforts among multiple business units during Response. Interpret and summarize technical information for...
From AbbVie - Thu, 10 Jan 2019 21:07:17 GMT - View all Lake County, IL jobs
          Industrial IoT: How Connected Things Are Changing Manufacturing      Cache   Translate Page      
Author: Atin Chhabra Schneider Electric Blog Internet of Things, when extended to industrial equipment require sensors to be plugged into physical assets of the manufacturing plants. Sensors gather information, store it in different data units and maintain metadata against that. It also uses analytics and artificial intelligence and machine learning to take any action. The […]
          Senior Machine Learning Engineer - Fluke - Everett, WA      Cache   Translate Page      
Design, implement, deploy and analyze machine learning systems for machine health, including algorithms, datasets, training and performance....
From Fluke - Mon, 17 Dec 2018 22:18:16 GMT - View all Everett, WA jobs
          Solutions Architect - NVIDIA - Washington State      Cache   Translate Page      
Assist field business development in through the enablement process for GPU Computing products, technical relationship and assisting machine learning/deep...
From NVIDIA - Tue, 18 Dec 2018 07:57:50 GMT - View all Washington State jobs
          US Federal CTO - Solution Architect - NVIDIA - Virginia      Cache   Translate Page      
Build and cultivate internal understanding of Federal customer data analytics and machine learning requirements among the NVIDIA technical community including...
From NVIDIA - Wed, 05 Dec 2018 07:57:25 GMT - View all Virginia jobs
          Solutions Architect - NVIDIA - Virginia      Cache   Translate Page      
Build and cultivate internal understanding of data analytics and machine learning among the NVIDIA technical community....
From NVIDIA - Tue, 02 Oct 2018 07:57:56 GMT - View all Virginia jobs
          Machine Learning / Artificial Intelligence Scientist - Ford Motor Company - Dearborn, MI      Cache   Translate Page      
We enable evidence based decision making by providing timely and actionable insights to our internal business partners....
From Ford Motor Company - Tue, 08 Jan 2019 14:14:09 GMT - View all Dearborn, MI jobs
          Sr. Solutions Architect - Team Lead - NVIDIA - Maryland      Cache   Translate Page      
You will also be an internal champion for Data Analytics and Machine Learning among the NVIDIA technical community....
From NVIDIA - Fri, 11 Jan 2019 07:56:59 GMT - View all Maryland jobs
          Senior Solution Architect - Cyber Security - NVIDIA - Maryland      Cache   Translate Page      
You will also be an internal champion for Cyber Security and Machine Learning among the NVIDIA technical community....
From NVIDIA - Fri, 30 Nov 2018 07:58:08 GMT - View all Maryland jobs
          Solutions Architect - NVIDIA - Maryland      Cache   Translate Page      
You will also be an internal champion for Data Analytics and Machine Learning among the NVIDIA technical community....
From NVIDIA - Tue, 06 Nov 2018 07:57:54 GMT - View all Maryland jobs
          Information Design and Visualization Specialist - Booz Allen Hamilton - Washington, DC      Cache   Translate Page      
Are you fascinated by the possibilities presented by the IoT, machine learning, and artificial intelligence advances?...
From Booz Allen Hamilton - Thu, 08 Nov 2018 16:40:47 GMT - View all Washington, DC jobs
          Senior Data Scientist / Machine Learning Engineer - PubMatic - Montréal, QC      Cache   Translate Page      
Job Description We are looking for a strong Data Scientist or Machine Learning Engineer - a proven 'doer' to develop, implement and extend data-intensive...
From PubMatic - Tue, 04 Dec 2018 04:08:14 GMT - View all Montréal, QC jobs
          Data Scientists / AI & Machine Learning Engineer - IVADO Labs - Montréal, QC      Cache   Translate Page      
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 - Fri, 09 Nov 2018 04:09:36 GMT - View all Montréal, QC jobs
          Data Scientist      Cache   Translate Page      
Opus Recruitment Solutions - Cheltenham, Gloucestershire - Data Science | Data Scientist | Software Engineer | Python | R | Machine Learning I'm looking for Data Science Software Engineers... in the Defence, Cyber, Security & Military sectors. You will have solid knowledge of Data Science from Day 1 and wanting t......
          Press invitation: Ericsson at MWC19 Barcelona       Cache   Translate Page      
Content : Press release ; Category : AI and machine learning ,5G ,IoT

          Data and Analytics Technology - Data and Analytics Technology Generalist - Manager - PwC - Montréal, QC      Cache   Translate Page      
They understand business, are conversant across a number of modern data & analytics domains such as Big Data, advanced analytics, machine learning, advanced...
From PwC - Thu, 31 Jan 2019 15:10:29 GMT - View all Montréal, QC jobs
          Senior AI Solutions Architect - Industrial - Petuum - Sunnyvale, CA      Cache   Translate Page      
Machine learning or IIoT preferred. PaaS, SaaS, IaaS and business intelligence/analytics implementation experience are a plus....
From Petuum - Sun, 06 Jan 2019 08:08:10 GMT - View all Sunnyvale, CA jobs
          Computer Vision Projects with OpenCV and Python 3      Cache   Translate Page      
Computer Vision Projects with OpenCV and Python 3: Six end-to-end projects built using machine learning with OpenCV, Python, and TensorFlow
          TensorFlow Machine Learning Projects      Cache   Translate Page      
TensorFlow Machine Learning Projects: Build 13 real-world projects with advanced numerical computations using the Python ecosystem
          Hardware and Software Machine Learning Performance Intern - HP - Fort Collins, CO      Cache   Translate Page      
This position requires working full-time at the Fort Collins, Colorado site during the summer of 2018. This is a technical position located in the R&D lab of...
From HP - Fri, 12 Oct 2018 11:37:48 GMT - View all Fort Collins, CO jobs
          Senior Machine Learning Engineer, Zestimate - Zillow Group - Seattle, WA      Cache   Translate Page      
About the team Join a growing, world-class artificial intelligence group that is dedicated to excellence and is passionate about our products. The Zestimate...
From Zillow Group - Sat, 02 Feb 2019 12:28:13 GMT - View all Seattle, WA jobs
          Data Analyst Engineer for new technology applications - Flanders Make - Leuven      Cache   Translate Page      
You use data analytics and machine learning techniques to predict machine behavior and derive the optimal settings for robots, autonomous vehicles and...
Van Flanders Make - Wed, 16 Jan 2019 07:02:48 GMT - Toon alle vacatures in Leuven
          Data warehouse - Senior Engineer      Cache   Translate Page      
Daimler - Bangalore, Karnataka - Technical Lead- Engineering Data Analytics Mercedes-Benz Research and Development, India is seeking technical leads with experience in engineering data analytics and a strong background in data warehousing, databases, statistics and machine learning. Mercedes-Benz cars generate...
          Senior C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Sun, 13 Jan 2019 09:05:36 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Fri, 19 Oct 2018 09:05:38 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          La tecnología es aplicable a todo tipo de negocios      Cache   Translate Page      

La Prensa

San Pedro Sula, HondurasCientos de personas disfrutaron de las actividades tecnológicas y científicas realizadas en el i7Day Episodio II que organizó el Ihcieti en Expocentro.

Conferencias, talleres, capacitaciones y exposiciones de innovaciones tecnológicas a cargo de especialistas nacionales e internacionales llenaron las 12 horas de agenda.

“Creo que Honduras tiene un gran potencial para el emprendimiento y la innovación.

Hay mucho interés de las personas de todas las edades del tema y por supuesto, una se da cuenta de eso en un evento como este al encontrar todo tipo de personas que están buscando conocimiento”, comentó la colombiana Marcela Valencia Tello, directora ejecutiva de Ojo de Pez.

Este proyecto, recién lanzado, consiste es una firma de visualización arquitectónica en 3D, en la que crean piezas para los sectores de construcción e infraestructura.

“La tecnología puede aplicarse a todo, lo importante es que tú tengas habilidades suficientes para desarrollar negocios, apoyar y liderar equipos, sacar lo mejor de todas las personas y obviamente, aprovechar la tecnología como un insumo para que logres tus objetivos”, añade la especialista, quien dictó una conferencia sobre casos de éxito.

La actividad desarrollada por el Instituto Hondureño de Ciencia, Tecnología y la Innovación (Ihcieti) también contó con la participación de Enrique Topolansky, director del Centro de Innovación y Emprendimientos en la Universidad ORT Uruguay, y el argentino Antonio Roque Safadi, jefe de Inteligencia Comercial en Naranja.

La empresa está enfocada en la inteligencia artificial y el machine learning orientadas en los negocios.

“Brindé un taller para que la gente sepa cómo implementar está tecnología en sus empresas o sus startups y planten la semilla de la curiosidad para que los jóvenes comiencen a aprender sobre estas nuevas tecnologías y lenguajes de programación muy amigables”, agregó el experto.

El Ihcieti desarrollará en las próximas semanas actividades como parte del programa Honduras StartUp, que en su tercera edición, como las dos anteriores, buscarán la capacitación de cientos de emprendedores tecnológicos y la entrega de capital semilla a las iniciativas premiadas.

Tanto en Tegucigalpa como en SPS desarrollarán las academias para startups.


          Software Engineer - Microsoft - Redmond, WA      Cache   Translate Page      
Database internals, query processing, query optimization, cloud computing, operating systems, machine learning, multithreaded application development and online...
From Microsoft - Sat, 03 Nov 2018 14:33:10 GMT - View all Redmond, WA jobs
          Machine Learning Engineer - Stefanini - McLean, VA      Cache   Translate Page      
AWS, Spark, Scala, Python, Airflow, EMR, Redshift, Athena, Snowflake, ECS, DevOps Automation, Integration, Docker, Build and Deployment Tools Ability to provide...
From Indeed - Tue, 16 Oct 2018 20:59:09 GMT - View all McLean, VA jobs
          Principal Associate Software Engineer - Capital One - Tysons Corner, VA      Cache   Translate Page      
Java Ecosystem (Spring Boot, Maven, Tomcat etc.), API Gateway, AWS (S3, ECS etc.), Angular, JUnit, Jasmine, Karma, Microservices, Machine Learning, Kafka,...
From Capital One - Sat, 02 Feb 2019 15:41:05 GMT - View all Tysons Corner, VA jobs
          Principal Software Engineer - Capital One - Richmond, VA      Cache   Translate Page      
Java Ecosystem (Spring Boot, Maven, Tomcat etc.), AWS (S3, ECS etc.), Angular, JUnit, Jasmine, Karma, Microservices, Machine Learning, Streaming....
From Capital One - Fri, 01 Feb 2019 20:10:31 GMT - View all Richmond, VA jobs
          Product Manager, Data - Upserve - Providence, RI      Cache   Translate Page      
Some of the technologies in our stack include React / React Native, Kinesis, DynamoDB, Machine Learning, RedShift, RDS, Ruby, JavaScript, Docker, ECS, and more....
From Upserve - Thu, 20 Dec 2018 07:48:32 GMT - View all Providence, RI jobs
          Product Manager - Upserve - Boston, MA      Cache   Translate Page      
Some of the technologies in our stack include React / React Native, Kinesis, DynamoDB, Machine Learning, RedShift, RDS, Ruby, JavaScript, Docker, ECS, and more....
From Upserve - Thu, 20 Dec 2018 07:48:32 GMT - View all Boston, MA jobs
          Best machine learning training institute in noida      Cache   Translate Page      
inoviafzal / 2 pages
Inovi Technologies. Our Machine Learning Training in Noida is an exceedingly intelligent session with a sharp spotlight on quality. Inovi Technologies Machine Learning course in Noida will make you a specialist in machine learning, a type of man-m...
          Risk & Underwriting Analyst      Cache   Translate Page      
TX-Dallas, Risk & Underwriting Analyst Ace Cash Express (Dallas, TX)Reqs: Bach's DeReqs: Bach's in mathematics, statistics, economics or other quantitative fields & 5 yrs progressive exp. A Mstrs Deg will sub for above exp. Job Duties incl: analyzing credit data using machine learning algorithms to evaluate consumer credit risk, preparing reports on model performance evaluations, business recommendations, ri
          Business Development Manager - Machine Learning Field Leader - Amazon Web Services, Inc. - Seattle, WA      Cache   Translate Page      
Do you love building new businesses? AWS customers are looking for ways to change their business models and solve complex business challenges with artificial...
From Amazon.com - Tue, 08 Jan 2019 09:38:28 GMT - View all Seattle, WA jobs
          Senior Business Development Manager, AWS Machine Learning Discovery - Amazon Web Services, Inc. - Seattle, WA      Cache   Translate Page      
Can you envision a future where smarter machines solve complex business problems? AWS customers are looking for ways to change their business models and solve...
From Amazon.com - Tue, 08 Jan 2019 09:37:37 GMT - View all Seattle, WA jobs
          Sr. Business Development Manager, AWS Machine Learning Platforms - Amazon Web Services, Inc. - Seattle, WA      Cache   Translate Page      
AWS customers are looking for ways to transform their businesses and solve their own complex business challenges with machine learning (ML) technologies in the...
From Amazon.com - Tue, 08 Jan 2019 09:36:49 GMT - View all Seattle, WA jobs
          Senior AI Solutions Architect - Industrial - Petuum - Sunnyvale, CA      Cache   Translate Page      
Machine learning or IIoT preferred. PaaS, SaaS, IaaS and business intelligence/analytics implementation experience are a plus....
From Petuum - Sun, 06 Jan 2019 08:08:10 GMT - View all Sunnyvale, CA jobs
          5 is smaller than 1.9!      Cache   Translate Page      
“In the late 1990s, the leading methods caught about 80 percent of fraudulent transactions. These rates improved to 90–95 percent in 2000 and to 98–99.9 percent today. That last jump is a result of machine learning; the change from 98 ... Read More »
          Software Engineer - Machine Learning - Convoy - Seattle, WA      Cache   Translate Page      
Today, we use machine learning to figure out freight prices, shipment relevance for carriers, auction bidding strategy, and other internal processes....
From Convoy - Wed, 16 Jan 2019 10:12:47 GMT - View all Seattle, WA jobs
          Operations Research Scientist, Data Science - Convoy - Seattle, WA      Cache   Translate Page      
Today, we use machine learning and economic analysis to figure out freight prices, shipment relevance for carriers, auction bidding strategy, and other internal...
From Convoy - Fri, 11 Jan 2019 04:12:37 GMT - View all Seattle, WA jobs
          Senior Applied Scientist - Convoy - Seattle, WA      Cache   Translate Page      
Enhancing our machine learning infrastructure. Today, we use machine learning to figure out freight prices, shipment relevance for carriers, auction bidding...
From Convoy - Mon, 22 Oct 2018 22:12:42 GMT - View all Seattle, WA jobs
          Sr. Director/VP, Marketing Sciences - Hypothesis Group - Los Angeles, CA      Cache   Translate Page      
Understanding of machine learning techniques and algorithms. Active support in research design for new business....
From Hypothesis Group - Fri, 11 Jan 2019 22:04:38 GMT - View all Los Angeles, CA jobs
          Data and Analytics Technology - Data and Analytics Technology Generalist - Manager - PwC - Montréal, QC      Cache   Translate Page      
They understand business, are conversant across a number of modern data & analytics domains such as Big Data, advanced analytics, machine learning, advanced...
From PwC - Thu, 31 Jan 2019 15:10:29 GMT - View all Montréal, QC jobs
          Machine Learning Software Developer (High Jnr - Mid level)      Cache   Translate Page      
Progressive Edge - Cape Town, Western Cape - for a video analytics product that operates at scale. Machine Learning models will be trained, and where appropriate, standard machine vision... of an expeirenced team. Requirements: Masters degree in CS or Electronic Engineering Strong backgorund in software development as well as machine...
          La aplicación de 'machine learning' contra el fraude llega a Marruecos      Cache   Translate Page      
AIS Group ayuda a implantar sistemas antifraude basados en IA en la financiera Salafín, perteneciente al grupo Banque Marocaine du Commerce Exterieur, una de las principales entidades del país.
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Madison, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Madison, WI jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Milwaukee, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Milwaukee, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Madison, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Madison, WI jobs
          Stagiaire ou contractuel-le en apprentissage automatique / Machine Learning Intern or Contractor - Huawei Canada - Montréal, QC      Cache   Translate Page      
Situés à Hong Kong, Shenzen, Péking, Londres, Paris, Montréal, Toronto et Edmonton, les laboratoires Noah’s Ark forment le laboratoire de recherche phare de...
From Huawei Canada - Thu, 17 Jan 2019 11:46:40 GMT - View all Montréal, QC jobs
          MACHINE LEARNING ENGINEER FOR SPEECH RELATED APPLICATIONS - Huawei Canada - Montréal, QC      Cache   Translate Page      
We thank all applicants for their interest in career opportunities with Huawei. Machine Learning Engineer for Speech related Applications (6 months contract)....
From Huawei Canada - Wed, 17 Oct 2018 05:55:32 GMT - View all Montréal, QC jobs
          Dynamics CRM Developer - Concurrency - Brookfield, WI      Cache   Translate Page      
Combining two decades of CRM and ERP developments with innovative technology such as machine learning and automation, Dynamics 365 is helping businesses around...
From Concurrency - Wed, 30 Jan 2019 20:34:33 GMT - View all Brookfield, WI jobs
          Microsoft Dynamics 365 Engineer - Concurrency - Brookfield, WI      Cache   Translate Page      
Combining two decades of CRM and ERP developments with innovative technology such as machine learning and automation, Dynamics 365 is helping businesses around...
From Concurrency - Wed, 26 Dec 2018 20:30:31 GMT - View all Brookfield, WI jobs
          Sr Principal Cognitive Sftwr - Explainable AI      Cache   Translate Page      
Northrop Grumman Mission Systems in Beavercreek, Ohio sector is seeking a Sr Principal Cognitive Sftwr who will be an integral part of a Research, Technology Transition and Systems development Team that performs deep learning on problems ranging from Machine Translation, Automated Speech Recognition, Speech Synthesis, Image Processing, Cyber Solutions and Remote Sensing Applications. The selected applicant will have the opportunity to advance the state of the art for the intelligence production and analysis. The applicant will also have the opportunity to perform independent research and development. Conducts research in artificial intelligence (AI)/machine learning, and prototypes advanced machine learning and deep learning techniques to stretch the capability of autonomous systems research and development programs. Defines, develops, and delivers novel mathematical and statistical modeling and algorithm development to tackle the challenges of prediction, optimization, and classification.
          Sr Principal Cognitive Sftwr - Explainable AI      Cache   Translate Page      
Northrop Grumman Mission Systems in Beavercreek, Ohio sector is seeking a Sr Principal Cognitive Sftwr who will be an integral part of a Research, Technology Transition and Systems development Team that performs deep learning on problems ranging from Machine Translation, Automated Speech Recognition, Speech Synthesis, Image Processing, Cyber Solutions and Remote Sensing Applications. The selected applicant will have the opportunity to advance the state of the art for the intelligence production and analysis. The applicant will also have the opportunity to perform independent research and development. Conducts research in artificial intelligence (AI)/machine learning, and prototypes advanced machine learning and deep learning techniques to stretch the capability of autonomous systems research and development programs. Defines, develops, and delivers novel mathematical and statistical modeling and algorithm development to tackle the challenges of prediction, optimization, and classification.
          Software Engineer - Machine Learning - Convoy - Seattle, WA      Cache   Translate Page      
Today, we use machine learning to figure out freight prices, shipment relevance for carriers, auction bidding strategy, and other internal processes....
From Convoy - Wed, 16 Jan 2019 10:12:47 GMT - View all Seattle, WA jobs
          Operations Research Scientist, Data Science - Convoy - Seattle, WA      Cache   Translate Page      
Today, we use machine learning and economic analysis to figure out freight prices, shipment relevance for carriers, auction bidding strategy, and other internal...
From Convoy - Fri, 11 Jan 2019 04:12:37 GMT - View all Seattle, WA jobs
          Senior Applied Scientist - Convoy - Seattle, WA      Cache   Translate Page      
Enhancing our machine learning infrastructure. Today, we use machine learning to figure out freight prices, shipment relevance for carriers, auction bidding...
From Convoy - Mon, 22 Oct 2018 22:12:42 GMT - View all Seattle, WA jobs
          Sr. Director/VP, Marketing Sciences - Hypothesis Group - Los Angeles, CA      Cache   Translate Page      
Understanding of machine learning techniques and algorithms. Active support in research design for new business....
From Hypothesis Group - Fri, 11 Jan 2019 22:04:38 GMT - View all Los Angeles, CA jobs
          Manager - Risk Modelling - cogniframe.com - Toronto, ON      Cache   Translate Page      
Exposure to Derivatives would be beneficial. CogniFrame is a hybrid machine learning company that combines Classical Risk Models and Quantum Optimization to...
From Indeed - Fri, 08 Feb 2019 18:23:03 GMT - View all Toronto, ON jobs
          Adobe Photoshop Lightroom CC 1.0.0.10 (x64) Portable 190210      Cache   Translate Page      

Adobe Photoshop Lightroom CC 1.0.0.10 (x64) Portable 190210
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Adobe Photoshop Lightroom CC 1.0.0.10 (x64) Portable | 952 MB

Create incredible photos anywhere with all-new Lightroom CC and 1 TB of cloud storage. Get powerful editing features on any device in a new, easy-to-use interface. Edit in full resolution and have both your original photos and edits backed up to the cloud. Organize your photos with searchable keywords that are automatically applied without the hassle of tagging. And easily share and showcase your photos in fun ways.
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Share your photos with loved ones, clients, or an even bigger audience. Post your photographs directly to social sites. Create stunning graphics, web pages, and video stories in minutes with Adobe Spark. Or create a website with Adobe Portfolio for the ultimate showcase. And it's all included in your membership.

Build your photography skills, fast.
Our photography plans come with step-by-step tutorials so you can learn the basics or master the newest features in no time. Whether you're a beginner or a pro, we've got you covered.

Explore the cloud-based photo service.
Edit a photo on your computer, smartphone, or tablet and your changes automatically update across all your devices.

Add and organize your photos from anywhere
Add photos from your desktop or device to access them everywhere. Find photos fast using albums and auto-generated keywords in Lightroom CC on your desktop.

Edit your photos from anywhere.
Make your photos look just the way you want with easy-to-use tools for improving light and color, applying filters, tweaking specific areas, and more.

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- Windows 10 (64-bit) Version 1511 or later
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          Adobe Photoshop Lightroom CC 1.0.0.10 190210      Cache   Translate Page      

Adobe Photoshop Lightroom CC 1.0.0.10 190210
[center]
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Adobe Photoshop Lightroom CC 1.0.0.10 | 827 MB

Create incredible photos anywhere with all-new Lightroom CC and 1 TB of cloud storage. Get powerful editing features on any device in a new, easy-to-use interface. Edit in full resolution and have both your original photos and edits backed up to the cloud. Organize your photos with searchable keywords that are automatically applied without the hassle of tagging. And easily share and showcase your photos in fun ways.
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What's New in Adobe Photoshop Lightroom CC:

Anywhere editing.
With easy-to-use sliders, filters, and quick adjustment tools, the intuitive Lightroom CC interface makes it simple to create photos that look just the way you want. And you can edit your full-resolution photos anywhere - on mobile devices, the web, or your desktop. Edits on one device are automatically applied everywhere else.

Smarter organization.
Adobe Sensei uses the power of machine learning to apply searchable keywords automatically. Looking for shots from your favorite trips to the water? Sensei auto-tagging makes finding your photos a snap so you can create albums based on any theme you want.

Worry-free storage.
Starting at 1 TB with options for more, the cloud storage in Lightroom CC ensures that you can access your entire library of full-resolution photos anytime you want, anywhere you are, from any device.

Easy sharing.
Share your photos with loved ones, clients, or an even bigger audience. Post your photographs directly to social sites. Create stunning graphics, web pages, and video stories in minutes with Adobe Spark. Or create a website with Adobe Portfolio for the ultimate showcase. And it's all included in your membership.

Build your photography skills, fast.
Our photography plans come with step-by-step tutorials so you can learn the basics or master the newest features in no time. Whether you're a beginner or a pro, we've got you covered.

Explore the cloud-based photo service.
Edit a photo on your computer, smartphone, or tablet and your changes automatically update across all your devices.

Add and organize your photos from anywhere
Add photos from your desktop or device to access them everywhere. Find photos fast using albums and auto-generated keywords in Lightroom CC on your desktop.

Edit your photos from anywhere.
Make your photos look just the way you want with easy-to-use tools for improving light and color, applying filters, tweaking specific areas, and more.

System Requirements:
- Intel� or AMD processor with 64-bit support
- Windows 10 (64-bit) Version 1511 or later
- 4 GB of RAM (8 GB recommended)
- 1 GB of Video RAM (VRAM). 2 GB of dedicated VRAM is suggested for large, high-resolution monitors, such as 4K- and 5K-resolution monitors
- 10 GB of available hard-disk space
- OpenGL 3.3 and DirectX 10-capable video adapter for GPU-related functionality

Homepage -
http://www.adobe.com

Buy a premium  to download file with fast speed
thanks
Rapidgator.net
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          Artificial Neural Networks and Machine Learning – ICANN 2018. Part I      Cache   Translate Page      
скачать Artificial Neural Networks and Machine Learning – ICANN 2018. Part I бесплатно
Название: Artificial Neural Networks and Machine Learning – ICANN 2018. Part I
Автор: Vera Kurkova, Yannis Manolopoulos, Barbara Hammer
Страниц: 854
Формат: PDF
Размер: 72.1 MB
Качество: Отличное
Язык: Английский
Год издания: 2018


 This is Part I from three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018.
          Manager - Risk Modelling - cogniframe.com - Toronto, ON      Cache   Translate Page      
Exposure to Derivatives would be beneficial. CogniFrame is a hybrid machine learning company that combines Classical Risk Models and Quantum Optimization to...
From Indeed - Fri, 08 Feb 2019 18:23:03 GMT - View all Toronto, ON jobs
          Senior Account Executive - Kelvin Inc. - Houston, TX      Cache   Translate Page      
The Senior Account Executive is a high visibility role crucial to our business growth. Our team is passionate about leveraging data science and machine learning...
From Kelvin Inc. - Wed, 16 Jan 2019 07:32:33 GMT - View all Houston, TX jobs
          Sr Principal Cognitive Sftwr - Explainable AI      Cache   Translate Page      
Northrop Grumman Mission Systems in Beavercreek, Ohio sector is seeking a Sr Principal Cognitive Sftwr who will be an integral part of a Research, Technology Transition and Systems development Team that performs deep learning on problems ranging from Machine Translation, Automated Speech Recognition, Speech Synthesis, Image Processing, Cyber Solutions and Remote Sensing Applications. The selected applicant will have the opportunity to advance the state of the art for the intelligence production and analysis. The applicant will also have the opportunity to perform independent research and development. Conducts research in artificial intelligence (AI)/machine learning, and prototypes advanced machine learning and deep learning techniques to stretch the capability of autonomous systems research and development programs. Defines, develops, and delivers novel mathematical and statistical modeling and algorithm development to tackle the challenges of prediction, optimization, and classification.
          Sr Principal Cognitive Sftwr - Explainable AI      Cache   Translate Page      
Northrop Grumman Mission Systems in Beavercreek, Ohio sector is seeking a Sr Principal Cognitive Sftwr who will be an integral part of a Research, Technology Transition and Systems development Team that performs deep learning on problems ranging from Machine Translation, Automated Speech Recognition, Speech Synthesis, Image Processing, Cyber Solutions and Remote Sensing Applications. The selected applicant will have the opportunity to advance the state of the art for the intelligence production and analysis. The applicant will also have the opportunity to perform independent research and development. Conducts research in artificial intelligence (AI)/machine learning, and prototypes advanced machine learning and deep learning techniques to stretch the capability of autonomous systems research and development programs. Defines, develops, and delivers novel mathematical and statistical modeling and algorithm development to tackle the challenges of prediction, optimization, and classification.
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          Machine Learning / Atificial Intelligence Engineer - Eigen - Grass Valley, CA      Cache   Translate Page      
We have two products, Artemis, our 3D semi-robotic prostate biopsy system and ProFuse, our MRI image fusion product that is being used on patients daily to...
From Indeed - Mon, 10 Dec 2018 18:58:13 GMT - View all Grass Valley, CA jobs
          Senior AI/Deep Learning Software Engineer - St Josephs Hospital and Medical Center - Phoenix, AZ      Cache   Translate Page      
Ability to align business needs to development and machine learning or artificial intelligence solutions. Experience in natural language understanding, computer...
From Dignity Health - Tue, 27 Nov 2018 03:06:49 GMT - View all Phoenix, AZ jobs
          Senior/Principal Consultant, Red Team - Cylance, Inc. - Texas      Cache   Translate Page      
Internal / External / Wireless - Penetration Testing (2+ years REQUIRED). By successfully applying artificial intelligence and machine learning to crack the DNA...
From Cylance, Inc. - Fri, 04 Jan 2019 07:27:30 GMT - View all Texas jobs
          Senior Software Engineer - Cylance, Inc. - Texas      Cache   Translate Page      
Data exchanges with internal and external security intelligence platforms. By successfully applying artificial intelligence and machine learning to crack the...
From Cylance, Inc. - Wed, 12 Dec 2018 19:28:33 GMT - View all Texas jobs
          Director, Security Research - DigitalShield - New York, NY      Cache   Translate Page      
By successfully applying machine learning and artificial. Redefined the threat intelligence market, garnered acclaim from industry....
From DigitalShield - Mon, 21 Jan 2019 09:46:25 GMT - View all New York, NY jobs
          Red Team Consultant - Cylance, Inc. - North Carolina      Cache   Translate Page      
By successfully applying artificial intelligence and machine learning to crack the DNA of malware, Cylance has redefined the endpoint protection market,...
From Cylance, Inc. - Thu, 03 Jan 2019 07:27:34 GMT - View all North Carolina jobs
          Senior Compliance Analyst - Cylance, Inc. - Irvine, CA      Cache   Translate Page      
By successfully applying artificial intelligence and machine learning to crack the DNA of malware, Cylance has redefined the endpoint protection market,...
From Cylance, Inc. - Sat, 12 Jan 2019 14:06:39 GMT - View all Irvine, CA jobs
          Senior Compliance & Privacy Analyst - Cylance, Inc. - Irvine, CA      Cache   Translate Page      
By successfully applying artificial intelligence and machine learning to crack the DNA of malware, Cylance has redefined the endpoint protection market,...
From Cylance, Inc. - Sun, 06 Jan 2019 07:27:26 GMT - View all Irvine, CA jobs
          Senior Data Scientist - Cray - Seattle, WA      Cache   Translate Page      
Who is Cray? Our business is supercomputing. Working closely with other internal teams to integrate machine learning into existing product offerings using...
From Cray - Wed, 23 Jan 2019 08:18:39 GMT - View all Seattle, WA jobs
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          Senior Data Scientist - Cray - Seattle, WA      Cache   Translate Page      
Who is Cray? Our business is supercomputing. Working closely with other internal teams to integrate machine learning into existing product offerings using...
From Cray - Wed, 23 Jan 2019 08:18:39 GMT - View all Seattle, WA jobs
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          OSS Leftovers      Cache   Translate Page      
  • Abe Chen, Byton VP Of Security, On The Importance Of Security In Early Design Stages — #CleanTechnica Interview

    I asked why not more automotive companies embrace open source. Abe feels the biggest problem is their lack of understanding of the licensing process. Open source is about taking and giving back. That can be daunting for many focused on bottom line return on investment (ROI). Mostly, certain carmakers feel more comfortable with an off-the-shelf product with a straightforward support system. Unfortunately, that is an expensive solution for the consumer. To do a good job, a mobility company needs to dedicate an entire team to open source.

    How Open Source Can Make Mobility More Efficient & Lower Costs

    Asked about Byton’s security philosophy, Abe feels most in the automotive industry rely on IT scripting and applies it to the auto industry. From his personal experience, it can’t always work well. It has to be part of a core, in-house automotive security foundation that is developed from a mobility standpoint. He used the analogy of how it’s one thing to hack into a phone or computer and lose data. It’s another thing when it comes to a car and human lives are at stake. Automotive security has to be part of the original design and not an afterthought. There is no such thing as 100% security, but you can put into place compensating technologies as well as redundant systems to come as close as possible to that.

  • Yosemite X announces first open-source public blockchain without native cryptocurrency

    Businesses can reap the benefits of blockchain, without the risks commonly associated with cryptocurrencies

    Yosemite X, a blockchain technology company, today announced the release of its open-source public blockchain that operates without a native cryptocurrency, giving developers and businesses the ability to build solutions and reduce costs, without the price volatility of crypto.

    This approach enables companies to reap the benefits of blockchain – greater transparency, enhanced security, increased efficiency, speed of transactions at scale – and pay for their network usage with more stable fiat currencies.

    While the idea of using the blockchain technology to cut down the cost of operation has intrigued many businesses, few have proved to be practical due to the technology’s reliance on volatile native cryptocurrency. Even those that have been implemented in enterprises are often based on permissioned blockchains, which are really a glorified centralized server system with shared access to the control room amongst agreed/pre-determined partners. With Yosemite Public Blockchain, which is designed to operate and transact with fiat-backed stablecoin, businesses can – for the first time on a public blockchain – accurately project their operating costs, which are expected to be significantly lower than other financial transaction systems.

  • Engineer Spotlight: Open Source Signal Integrity Engineering with Davi Correia and David Banas

    Signal Integrity Engineers David Banas and Davi Correia share their thoughts on the future of electrical engineering, the freedom of giving code away for free, and the importance of professional curiosity.

    The electrical engineering community is a tightknit group full of cooperation and support, and two great examples of that are David Banas and Davi Corriea. They've achieved a high level of success in their careers, but they also give back to their fellow engineers. Banas, of Haskware and eASIC, is the developer of PyBERT, an open-source serial communication link bit error rate tester, and Correia, of Carlisle Interconnect Technologies, developed many tools to automate parts of the product design process, increasing efficiency for his company and the EE community at large.

  • Should your company be open to open sourcing its software?

    Developing software can be a long, expensive process for a company, yet there are many advantages to open sourcing, which may seem counterintuitive at first.

    For Salesforce, sharing means a lot more than caring. In fact, last year, Salesforce announced that it was open sourcing the machine learning technology behind its Einstein AI platform.

    “Three years ago when we set out to build machine learning capabilities into the Salesforce platform, we learned that building enterprise-scale machine learning systems is even harder,” stated Shubha Nabar, senior director of data science on the Salesforce Einstein team, in a detailed Medium post.

    Nabar went on to explain why Salesforce decided to bring this project to the open source (OS) community stating, “Machine learning has the potential to transform how businesses operate, and we believe that barriers to adoption can only be lowered through an open exchange of ideas and code. By working in the open we can bring together diverse perspectives to continue to push the technology forward and make it accessible to everyone.”

  • The ‘Big Bang’ of Data Science and ML Tools

    The tools used for data science are rapidly changing at the moment, according to Gartner, which said we’re in the midst of a “big bang” in its latest report on data science and machine learning platforms.

  • ICTFax Version 4.0 Released, Open Source Fax Over IP server software
  • HashiCorp attracts huge venture capital investment by helping companies link different cloud technologies [Ed: HashiCorp is somewhat of a Microsoft proxy]
  • Databricks’ Recent $250 Mn Funding Shows How The Spark Creators Are Ahead In The AI Game

    If there is one key takeaway from Databricks’ recent and much talked about $250 million funding — that there is a dramatic increase in venture financing of big data, cloud and AI technologies. In fact, analysts have pointed out that these three sectors — artificial intelligence, big data and cloud — have significantly exceeded valuation since the technology holds tremendous potential to transform a wide range of industries.

    Ali Ghodsi and Matei Zaharia, inventors of Spark and the founders of Databricks, capitalised on the shifting nature of big data by providing a unified analytics platform. In fact, last week the San Francisco-based company saw another blockbuster funding round of  $250 million, which put Databricks’ valuation at $2.75 billion. Interestingly, the company that has been dubbed more “evolutionary rather than revolutionary” in terms of putting Spark in the cloud and also providing tools tailored for AI pipelines and multi-cloud environments has managed to stay current by keeping a pulse on where the market is heading and what customers required.

read more


          NVIDIA Open-Sources Hyper-Realistic Face Generator StyleGAN      Cache   Translate Page      

  • NVIDIA Open-Sources Hyper-Realistic Face Generator StyleGAN

    The Flickr-Faces-HQ (FFHQ) dataset used for training in the StyleGAN paper contains 70,000 high-quality PNG images of human faces at 1024×1024 resolution (aligned and cropped).

  • NVIDIA Opens Up The Code To StyleGAN - Create Your Own AI Family Portraits

    This week NVIDIA's research engineers open-sourced StyleGAN, the project they've been working in for months as a Style-based generator architecture for Generative Adversarial Networks.

    The machine learning technology is for generating new images that mimic the appearance of real images. With StyleGAN, unlike (most?) other generators, different aspects can be customized for changing the outcome of the generated images. StyleGAN is able to yield incredibly life-like human portraits, but the generator can also be used for applying the same machine learning to other animals, automobiles, and even rooms.

read more


          Vice President, Data Science - Machine Learning - Wunderman - Dallas, TX      Cache   Translate Page      
Goldman Sachs, Microsoft, Citibank, Coca-Cola, Ford, Pfizer, Adidas, United Airlines and leading regional brands are among our clients....
From Wunderman - Mon, 24 Dec 2018 10:46:54 GMT - View all Dallas, TX jobs
          Senior C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Sun, 13 Jan 2019 09:05:36 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          C/C++ Software Engineer/Machine Learning - Mobica - Warszawa, mazowieckie      Cache   Translate Page      
I hereby agree for processing of personal data by Mobica Limited with headquarter in Crown House, Manchester Road, Wilmslow, UK, SK9 1BH whose representative is...
Od Mobica - Fri, 19 Oct 2018 09:05:38 GMT - Pokaż wszystkie Warszawa, mazowieckie oferty pracy
          tensor - package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes      Cache   Translate Page      
Package tensor is a package that provides efficient, generic (by some definitions of generic) n-dimensional arrays in Go. Also in this package are functions and methods that are used commonly in arithmetic, comparison and linear algebra operations. The main purpose of this package is to support the operations required by Gorgonia.

          gorgonia - Gorgonia is a library that helps facilitate machine learning in Go.      Cache   Translate Page      
Gorgonia is a library that helps facilitate machine learning in Go. Write and evaluate mathematical equations involving multidimensional arrays easily. If this sounds like Theano or TensorFlow, it's because the idea is quite similar. Specifically, the library is pretty low-level, like Theano, but has higher goals like Tensorflow. The main reason to use Gorgonia is developer comfort. If you're using a Go stack extensively, now you have access to the ability to create production-ready machine learning systems in an environment that you are already familiar and comfortable with.

          What Google Cloud revenue could tell us about machine learning adoption      Cache   Translate Page      
Alphabet keeps Google’s cloud revenue a secret, which is too bad because it could tell us a lot about the state of enterprise adoption of machine learning.
          C3 IoT Info-Session, Feb 13      Cache   Translate Page      
Meaningful Work. Top Technology.
Award-Winning Culture & Talented Team.

C3 is a leading enterprise AI software provider for accelerating digital transformation. The comprehensive and proven C3 AI Suite uses a model-driven abstraction layer to enable organizations to develop, deploy, and operate enterprise scale AI applications 10x to 100x faster than alternative approaches. C3 is Hiring the Brightest Minds in:

- Data Science
- Computer Science
- AI/Machine Learning
- Software Engineering
- Sales & Marketing
- Product Management
- UX Design

Food will be served!
          Context-Driven Implicit Interactions, Feb 14      Cache   Translate Page      
As computing proliferates into everyday life, systems that understand people’s context of use are of paramount importance. Regardless of whether the platform is a mobile device, a wearable, or embedded in the environment, context offers an implicit dimension that will become highly important if we are to power more human-centric experiences. Context-driven sensing will become a foundational element for many high-impact applications, from specific domains such as elder care, health monitoring, and empowering people with disabilities, to much broader areas such as smart infrastructures, robotics, and novel interactive experiences for consumers.

In this talk, I discuss the construction and evaluation of sensing technologies that can be practically deployed and yet still greatly enhance contextual awareness, primarily drawing upon machine learning to unlock a wide range of applications. I attack this problem area on two fronts: 1) supporting sensing expressiveness via context-sensitive wearable devices, and 2) achieving general-purpose sensing through sparse environment instrumentation. I discuss algorithms and pipelines that extract meaningful signals and patterns from sensor data to enable high-level abstraction and interaction. I also discuss system and human-centric challenges, and I conclude with a vision of how rich contextual awareness can enable more powerful experiences across broader domains.

Gierad is Ph.D. candidate at Carnegie Mellon University’s School of Computer Science. His research in HCI lies at the intersection of interactive systems, sensing, and applied machine learning. He designs, builds, and evaluates novel interactive technologies that greatly enhance input expressivity for users and contextual awareness for devices. His research has been recognized with a Google Ph.D. Fellowship, a Swartz Entrepreneurial Fellowship, a Qualcomm Innovation Fellowship, an Adobe Research Fellowship, and a Disney Research Fellowship. He is also a recipient of the Fast Company Innovation by Design Award, along with 6 Best Paper Awards and Nominations at premier venues in human-computer interaction. He is also Editor-in-Chief of XRDS, ACM’s flagship magazine for students.
          Solid State Technology and Devices Seminar, Feb 15      Cache   Translate Page      
In the coming age of Internet of Everything (IoE) where people-process-device-data will be seamlessly connected, CMOS Electronics will play critical enabling role. Beyond performance-power-area-cost, what might be the featuring characteristics for such electronics? What would be the role of CMOS technology? What new applications may emerge beyond computation-communication-display-IoT applications?

To address these important questions, inspired by nature, we are redesigning conventional CMOS electronics into physically fully compliant electronics to redefine their purposes. We integrate heterogeneous materials (classical crystalline and novel 1D/2D) and processes (state-of-the-art CMOS technology, emerging inkjet for interconnects, 3D printing for encapsulation, electrochemical deposition (ECD) for through polymer via (TPV), automated transfer, Lego like lock and key assembly) through robust manufacturable processes for high volume production of physically flexible, stretchable and reconfigurable 3D-IC and multi-dimensional (MD-IC) CMOS electronics (including roll-to-roll processes of flexible silicon based CMOS electronics). Next, we are using machine learning to incorporate AI and actuators (like microfluidics, responsive materials, etc.) into these electronic systems to make them interactive. Finally, we are particularly focus on affordability and safety of these electronics. By introducing sustainable materials and processes (like non-functionalized paper based electronics, biocompatible and biodegradable encapsulations, DIY assembly, etc.), we envision to take these democratized (easy to learn, simple to build and use and affordable) electronics to masses to let them access advanced electronic technologies for personalized healthcare, safety, mobility, automation and sustainability. We have successfully used these electronics from lab testbed to commercial products as wearable for human, marine species, plants and objects to gradually realize Internet of Everything.

Bio: Mustafa (PhD, ECE, UT Austin, Dec 2005) is currently a Visiting Professor of EECS, UC Berkeley. He is also a Professor of Electrical Engineering, KAUST. He was Program Manager in SEMATECH (2008-2009) and Process Integration Lead for 22 nm node FinFET CMOS in Texas Instruments (2006-2008). His research is focused on futuristic electronics which has received support from DARPA, Boeing, Lockheed Martin, GSK-Novartis, Saudi ARAMCO and SABIC. He has authored 350+ research papers and patents. His students are working in MIT Media Lab, Stanford, Caltech, UC Berkeley, Harvard, UCLA, Intel, TSMC, and DOW Chemicals. He is a Fellow of American Physical Society and Institute of Physics (UK), a distinguished lecturer of IEEE Electron Devices Society, and an Editor of IEEE T-ED. His research has been extensively highlighted by international media (CNN, Fox News, Washington Post, WSJ, IEEE Spectrum, etc.) including being featured by Scientific American as one of the top 10 world changing ideas in 2014.
          Applications Engineer IV - Building Automation Systems and Analytics - Austin, TX - Siemens - Austin, TX      Cache   Translate Page      
Interested in helping Siemens take Building Controls to the next level with Machine Learning and Artificial Intelligence?...
From Siemens - Fri, 21 Dec 2018 03:21:49 GMT - View all Austin, TX jobs
          Strategic Program Director - Arundo Analytics - Houston, TX      Cache   Translate Page      
Our products help business leaders and operations professionals in heavy industries better manage complex physical systems through machine learning and data...
From Arundo Analytics - Wed, 24 Oct 2018 16:25:58 GMT - View all Houston, TX jobs
          Product Operations Associate - Wade & Wendy - New York, NY      Cache   Translate Page      
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 - Fri, 25 Jan 2019 16:22:23 GMT - View all New York, NY jobs
          AI Conversation Designer - Wade & Wendy - New York, NY      Cache   Translate Page      
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 - Fri, 18 Jan 2019 08:17:41 GMT - View all New York, NY jobs
          Full Stack Engineer - Wade & Wendy - New York, NY      Cache   Translate Page      
Our team is backed by Jazz VP, Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make...
From Wade & Wendy - Fri, 18 Jan 2019 08:17:36 GMT - View all New York, NY jobs
          Enterprise Account Executive - Wade & Wendy - New York, NY      Cache   Translate Page      
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 - Wed, 09 Jan 2019 08:24:46 GMT - View all New York, NY jobs
          Enterprise Marketing Manager - Wade & Wendy - New York, NY      Cache   Translate Page      
Our team is backed by Jazz VP, Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all to make the...
From Wade & Wendy - Thu, 22 Nov 2018 00:25:27 GMT - View all New York, NY jobs
          QA Engineer - Wade & Wendy - New York, NY      Cache   Translate Page      
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 - Sun, 07 Oct 2018 06:47:33 GMT - View all New York, NY jobs
          NLP Data Scientist - Wade & Wendy - New York, NY      Cache   Translate Page      
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 - Thu, 27 Sep 2018 14:36:48 GMT - View all New York, NY jobs
          Business Development Representative - Wade & Wendy - New York, NY      Cache   Translate Page      
Our team is backed by Jazz VP, Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make...
From Wade & Wendy - Wed, 26 Sep 2018 16:31:17 GMT - View all New York, NY jobs
          UI/UX Designer - Wade & Wendy - New York, NY      Cache   Translate Page      
Our team is backed by Jazz VP, Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make...
From Wade & Wendy - Wed, 26 Sep 2018 16:18:14 GMT - View all New York, NY jobs
          Customer Success Manager - Wade & Wendy - New York, NY      Cache   Translate Page      
Our team is backed by Jazz VP, Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make...
From Wade & Wendy - Wed, 26 Sep 2018 14:35:24 GMT - View all New York, NY jobs
          Software Architect - Wade & Wendy - New York, NY      Cache   Translate Page      
Our team is backed by Jazz VP, Slack, ffVC, Randstad and other great VCs, as we bring AI and machine learning to the recruiting/HR space - all in order to make...
From Wade & Wendy - Wed, 26 Sep 2018 14:35:24 GMT - View all New York, NY jobs
          Disease Diagnostic Machine.      Cache   Translate Page      
Aim is to make a disease diagnostic and treatment application using Ibm watson, which take symptoms as input uses watson tools to identify keywords and search the web to identify various causes in terms... (Budget: ₹1500 - ₹12500 INR, Jobs: Artificial Intelligence, Machine Learning)
          Database Admin Intern - Bandwidth - Raleigh, NC      Cache   Translate Page      
Familiarity with Machine Learning & Statistical concepts. Provide operational support to satisfy internal reporting/data requests....
From Bandwidth - Tue, 20 Nov 2018 22:34:57 GMT - View all Raleigh, NC jobs
          Disease Diagnostic Machine.      Cache   Translate Page      
Aim is to make a disease diagnostic and treatment application using Ibm watson, which take symptoms as input uses watson tools to identify keywords and search the web to identify various causes in terms... (Budget: ₹1500 - ₹12500 INR, Jobs: Artificial Intelligence, Machine Learning)
          Partner Development Manager - Machine Learning and Artificial Intelligence - Amazon Web Services, Inc. - Herndon, VA      Cache   Translate Page      
We are looking for a motivated, technically savvy person to build upon our ecosystem of partners who build solutions with Amazon artificial intelligence and...
From Amazon.com - Tue, 08 Jan 2019 09:37:16 GMT - View all Herndon, VA jobs
          Manager - Risk Modelling - cogniframe.com - Toronto, ON      Cache   Translate Page      
Exposure to Derivatives would be beneficial. CogniFrame is a hybrid machine learning company that combines Classical Risk Models and Quantum Optimization to...
From Indeed - Fri, 08 Feb 2019 18:23:03 GMT - View all Toronto, ON jobs
          Data Scientist Lead - Schneider National - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider National - Thu, 03 Jan 2019 06:22:26 GMT - View all Green Bay, WI jobs
          Data Scientist Lead - Schneider - Green Bay, WI      Cache   Translate Page      
Experience with machine learning software (e.g., R, Python, SPSS, SAS), data access/manipulation (e.g., SQL, pandas, dplyr) and NoSQL databases (e.g., MongoDB,...
From Schneider - Wed, 02 Jan 2019 23:36:22 GMT - View all Green Bay, WI jobs
          (MEX-MEXICO CITY) SOLUTION ARCHITECT EDW      Cache   Translate Page      
**Job Description** Designs & implements cognitive solutions which may run on multiple platforms and composed of multiple software packages based on direction of Solution Architect. May also advise Solution Architect. Designs and develops the architecture of the Cognitive Solutions from a systemic standpoint. Responsible for creating the technical solution architecture for a given business problem and taking a leadership role in overseeing the ultimate development, integration and testing of the solution. Requires in-depth knowledge of system engineering principles, cloud architectures, awareness of behavioral characteristics of probabilistic and stochastic systems, solid understanding of system decomposition techniques, and the art and science of system synthesis using available cognitive technology. Requires in-depth knowledge of system engineering principles, cloud architecture, awareness of behavioral characteristics of probabilistic and stochastic systems, solid understanding of system decomposition techniques, and the art and science of system synthesis using available cognitive technology. Expected to know the capabilities of Watson technology suite, and experience in selecting complementary analytics components for development of solution blueprint, accounting for performance architecture and engineering of a fully functional cognitive system. Expected to have a thorough understanding of content formats, representations, data sources, content management systems and interfaces to these, with the goal of covering the full information path from source to knowledge base and from input to processing the content in Cognitive Computing solutions. Expected to have knowledge and experience in the following skills: Data Science, Machine Learning, Git, Agile, SQL, Python, R, Predictive Modeling, Algorithms, Web Scraping, TensorFlow, Deep Learning, Statistics, Natural Language Processing, Cognitive, IBM Watson Conversation Service Foundation, Watson, Cognitive Market, Cognitive Technologies, Cloud, Cloud_Cognitive, Analytics, Cloud_Sales, Cloud_Seller, Bluemix, Watson, IoT, Data Science, IBM and Big Data platforms e.g. Hadoop, Hive, Spark, Hortonworks, Watson Data platform **Required Technical and Professional Expertise** Requires in-depth knowledge of system engineering principles, cloud architectures, awareness of behavioral characteristics of probabilistic and stochastic systems, solid understanding of system decomposition techniques, and the art and science of system synthesis using available cognitive technology. Requires in-depth knowledge of system engineering principles, cloud architecture, awareness of behavioral characteristics of probabilistic and stochastic systems, solid understanding of system decomposition techniques, and the art and science of system synthesis using available cognitive technology. **Preferred Tech and Prof Experience** Expected to have knowledge and experience in the following skills: Data Science, Machine Learning, Git, Agile, SQL, Python, R, Predictive Modeling, Algorithms, Web Scraping, TensorFlow, Deep Learning, Statistics, Natural Language Processing, Cognitive, IBM Watson Conversation Service Foundation, Watson, Cognitive Market, Cognitive Technologies, Cloud, Cloud_Cognitive, Analytics, Cloud_Sales, Cloud_Seller, Bluemix, Watson, IoT, Data Science, IBM and Big Data platforms e.g. Hadoop, Hive, Spark, Hortonworks, Watson Data platform **EO Statement** IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.
          embedded world 2019: Analog Devices presenta tecnologie per ogni area della progettazione di sistemi embedded      Cache   Translate Page      
embedded world 2019: Analog Devices presenta tecnologie per ogni area della progettazione di sistemi embedded


Analog Devices sarà presente alla fiera embedded world 2019, a Norimberga, Germania, dal 26 al 28 febbraio, con un fitto programma di dimostrazioni e presentazioni che riaffermeranno la mission aziendale, cioè rilevare, misurare, interpretare, connettere, alimentare e proteggere il cuore dei sistemi embedded in ogni ambito applicativo. Presso lo stand ADI (n. 641, padiglione 4A) sarà posta particolare enfasi sulle tecnologie emergenti e in rapido sviluppo, tra cui machine learning e intelligenza artificiale (AI), applicate all'ambiente embedded. ADI metterà a disposizione la sua profonda esperienza nella connessione tra mondo fisico e digitale, organizzando presentazioni su una varietà di temi presso l'Exhibitor Forum della fiera.

Una delle presentazioni chiave dimostrerà l'efficacia dell'intelligenza artificiale applicata in modo mirato e locale, incentrata su un algoritmo di autoapprendimento basato su un microcontrollore ARM a bassissimo consumo, leader di settore. La dimostrazione evidenzierà come l'intelligenza artificiale integrata possa contribuire a realizzare un sistema di sensori wireless intelligenti per applicazioni di condition based monitoring e come possa apprendere ciò che costituisce i normali parametri operativi segnalando eventuali deviazioni dalla norma anche senza richiedere la connessione a risorse di calcolo di larga scala.

Un'altra dimostrazione sul tema riguarda una soluzione completa di monitoraggio real-time: il controllo dello stato di salute di un motore, con monitoraggio strutturale del montaggio dello stesso al fine di fornire una metodologia di supervisione completa della apparecchiatura installata. Le vibrazioni vengono misurate da accelerometri MEMS, in grado di processare il segnale localmente, analizzarne i contenuti e prendere decisioni in merito. Una rete EtherCAT con power-over-Ethernet completa la soluzione.

In ambito reti industriali e a supporto del concetto di Industria 4.0, sarà messo in evidenza il maggiore supporto verso l'aspetto critico della cybersecurity come parte di un quadro più ampio che include tecniche di networking TSN (Time Sensitive Networking), che incrementano la sicurezza, unitamente a ulteriori funzionalità come la sincronizzazione temporale, la pre-emption e il controllo TSN mediante OPC-UA.

Nel settore dei trasporti saranno presentati due casi di studio, entrambi relativi allo sviluppo di veicoli autonomi. Una presentazione della tecnologia dei sensori steer-by-wire mostra la misura dell'angolo e della coppia nel servosterzo elettrico, con una soluzione pensata per essere integrata all'interno del piantone dello sterzo con l'obiettivo di evitare il montaggio e la taratura di sensori separati. Rispondendo all'esigenza dei veicoli di costruire un'immagine ad alta risoluzione dell'ambiente che li circonda, ADI mostrerà una piattaforma completa di prototipazione per la creazione di sistemi LIDAR.

Il controllo della potenza sarà uno dei temi principali dello stand ADI, grazie alla dimostrazione di soluzioni che i progettisti potranno applicare alle alimentazioni dei sistemi embedded di oggi e di domani, che si evolvono verso una crescente complessità.

Gli esempi allo stand illustreranno l'uso dei circuiti integrati e dei moduli di gestione dell'alimentazione di ADI per la generazione e la gestione efficiente di più linee elettriche, massimizzando controllo, sicurezza e visibilità sulle linee di alimentazione nel minor spazio possibile. Tra le altre novità tecnologiche presenti allo stand ci sarà una dimostrazione live delle capacità a livello di elevato contenimento delle emissioni e dal contenuto spettrale "ultra-pulito" dei regolatori di tensione Silent SwitcherTM II di ADI.

Un'ulteriore dimostrazione di potenza si ricollega al settore dei trasporti e, in particolare, ai veicoli elettrici. Verrà illustrata una gestione completa di stack di batterie ad alta tensione, combinando misure di precisione delle celle e della temperatura con misure sincrone delle tensioni e delle correnti su un bus isoSPI. La dimostrazione prevede la misurazione accurata di una batteria a 36 celle e l'impiego di un Coloumb counter di precisione per veicoli elettrici e ibridi.  

Accanto a presentazioni relative al settore industriale, ai trasporti, al controllo dell'energia e della potenza, ADI offrirà anche dimostrazioni delle sue tecnologie applicate a strumentazione, sanità e sensori.
Gli esperti di Analog Devices offriranno una serie di presentazioni su vari temi presso l'Exhibitor Forum di embedded world, e in un'area nello stand del partner Arrow (stand 340, padiglione 4A). Scopri il programma completo con gli interventi degli esperti ADI sul sito di Analog Devices.


          Vice President, Data Science - Machine Learning - Wunderman - Dallas, TX      Cache   Translate Page      
Goldman Sachs, Microsoft, Citibank, Coca-Cola, Ford, Pfizer, Adidas, United Airlines and leading regional brands are among our clients....
From Wunderman - Mon, 24 Dec 2018 10:46:54 GMT - View all Dallas, TX jobs
          Senior/Principal Consultant, Red Team - Cylance, Inc. - Texas      Cache   Translate Page      
Internal / External / Wireless - Penetration Testing (2+ years REQUIRED). By successfully applying artificial intelligence and machine learning to crack the DNA...
From Cylance, Inc. - Fri, 04 Jan 2019 07:27:30 GMT - View all Texas jobs
          Senior Software Engineer - Cylance, Inc. - Texas      Cache   Translate Page      
Data exchanges with internal and external security intelligence platforms. By successfully applying artificial intelligence and machine learning to crack the...
From Cylance, Inc. - Wed, 12 Dec 2018 19:28:33 GMT - View all Texas jobs
          Director, Security Research - DigitalShield - New York, NY      Cache   Translate Page      
By successfully applying machine learning and artificial. Redefined the threat intelligence market, garnered acclaim from industry....
From DigitalShield - Mon, 21 Jan 2019 09:46:25 GMT - View all New York, NY jobs
          Red Team Consultant - Cylance, Inc. - North Carolina      Cache   Translate Page      
By successfully applying artificial intelligence and machine learning to crack the DNA of malware, Cylance has redefined the endpoint protection market,...
From Cylance, Inc. - Thu, 03 Jan 2019 07:27:34 GMT - View all North Carolina jobs
          Senior Compliance Analyst - Cylance, Inc. - Irvine, CA      Cache   Translate Page      
By successfully applying artificial intelligence and machine learning to crack the DNA of malware, Cylance has redefined the endpoint protection market,...
From Cylance, Inc. - Sat, 12 Jan 2019 14:06:39 GMT - View all Irvine, CA jobs
          Senior Compliance & Privacy Analyst - Cylance, Inc. - Irvine, CA      Cache   Translate Page      
By successfully applying artificial intelligence and machine learning to crack the DNA of malware, Cylance has redefined the endpoint protection market,...
From Cylance, Inc. - Sun, 06 Jan 2019 07:27:26 GMT - View all Irvine, CA jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Madison, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Madison, WI jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Milwaukee, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Milwaukee, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Madison, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Madison, WI jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Madison, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Madison, WI jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Milwaukee, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Milwaukee, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Madison, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Madison, WI jobs
          Implementation Engineer - Behavox - New York, NY      Cache   Translate Page      
Knowledge and application of statistical methods and Machine Learning algorithms (optional); The IM team is owning an increasing number of deployment and...
From Behavox - Mon, 10 Dec 2018 16:19:54 GMT - View all New York, NY jobs
          Data Scientist: Medical VoC and Text Analytics Manager - GlaxoSmithKline - Research Triangle Park, NC      Cache   Translate Page      
Strong business acumen; 2+ years of unstructured data analysis/text analytics/natural language processing and/or machine learning application for critical...
From GlaxoSmithKline - Fri, 19 Oct 2018 23:19:12 GMT - View all Research Triangle Park, NC jobs
          Hardware and Software Machine Learning Performance Intern - HP - Fort Collins, CO      Cache   Translate Page      
This position requires working full-time at the Fort Collins, Colorado site during the summer of 2018. This is a technical position located in the R&D lab of...
From HP - Fri, 12 Oct 2018 11:37:48 GMT - View all Fort Collins, CO jobs
          Special Operations Network Engineer - Barbaricum - Springfield, VA      Cache   Translate Page      
UNIX, Linux, or Cisco IOS. Machine learning, data mining, and knowledge discovery. Cisco CCNP Cloud, CCNP Routing and Switching....
From Barbaricum - Wed, 17 Oct 2018 18:06:35 GMT - View all Springfield, VA jobs
          3M HIS Data Science/Machine Learning Intern (Murray, UT / St. Paul, Mn) - 3M - Murray, UT      Cache   Translate Page      
Diverse & Inclusive 3M. 3M is seeking a Data Science / Machine Learning Intern for the Health Information Systems Division Summer of 2019 located in Murray, UT...
From 3M - Thu, 08 Nov 2018 17:10:02 GMT - View all Murray, UT jobs
          Machine Learning Researcher - PARC, a Xerox company - Palo Alto, CA      Cache   Translate Page      
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 - Tue, 25 Dec 2018 09:45:46 GMT - View all Palo Alto, CA jobs
          Interactive Machine Learning Researcher - PARC, a Xerox company - Palo Alto, CA      Cache   Translate Page      
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 - Tue, 25 Dec 2018 09:45:46 GMT - View all Palo Alto, CA jobs
          Sr. Manager, Product Marketing - Security - Automation Anywhere - San Jose, CA      Cache   Translate Page      
Experience in artificial intelligence, analytics, machine learning or business process management software especially in the enterprise space is a big plus but...
From Automation Anywhere - Mon, 15 Oct 2018 06:21:08 GMT - View all San Jose, CA jobs
          Morrison & Co off to the Australian High Court to defend the indefensible - Centrelink's robo-debt      Cache   Translate Page      


The Guardian, 6 February 2019:

Centrelink has now wiped, reduced or written off 70,000 “robo-debts”, new figures show, as the government’s automated welfare compliance system scheme faces a landmark court challenge.

Victoria Legal Aid on Wednesday announced a challenge to the way Centrelink evaluates whether a person owes a welfare debt under the $3.7bn system. It will argue the “crude calculations” created using tax office information are insufficient to assess a person’s earnings and, therefore, are unlawful….

Victoria Legal Aid’s court challenge was also welcomed by the Australian Council of Social Service chief executive Cassandra Goldie, who said the scheme was a “devastating abuse of government power…..

Alternative Law Journal. Emeritus Professor of Law (Syd Uni) Terry Carney, Robo-debt illegality: The seven veils of failed guarantees of the rule of law?, 17 December 2018:

The government's on-line-compliance (robo-debt) initiative unlawfully and unethically seeks to place an onus on supposed debtors to ‘disprove’ a data-match debt or face the prospects of the amount being placed in the hands of debt collectors. It is unlawful because Centrelink, not the supposed debtor, bears the legal onus of ‘proving’ the existence and size of any debt not accepted by the supposed debtor. And it is unethical because the alleged debts are either very greatly inflated or even non-existent (as found by the Ombudsman), and because the might of government is used to frighten people into paying up – a practice rightly characterised as a form of extortion. How could government, accountability avenues, and civil society have enabled such a state of illegality to go publicly unidentified for almost 18 months and still be unremedied at the date of writing?

This article suggests the answer to that question lies in serious structural deficiencies and oversights in the design and operation of accountability and remedial avenues at seven different levels:

1. In a lack of standards to prevent rushed government design and introduction of machine learning (‘smart’) systems of decision-making;
2. In a lack of diligence by accountability agencies such as the Ombudsman or Audit Office;
3. In a lack of ethical standards of administration or compliance by Centrelink with model litigant protocols;
4. In a lack of transparency of the first of two possible tiers of Administrative Appeals Tribunal review (AAT1), resulting in a lack of protections against gaming of review by way of agency non-acquiescence or strategic non-contestation;
5. In a lack of guarantees of independence and funding security to enable first line Legal Aid or community legal centre/welfare rights bodies (CLC/WRC) to test or call out illegality in the face of thwarting of challenges by Centrelink settling of potential test cases;
6. In a lack of sufficient pro-bono professional or civil society capacity to mount ‘second line’ test case litigation or other systemic advocacy; and
7. In tolerance, especially in some media quarters, of a ‘culture’ of political and public devaluing of the significance of breaches of the rule of law and rights of vulnerable welfare clients.

It is argued that a multifaceted set of initiatives are required if such breaches of legal and ethical standards are to be avoided in the future.

Why is it clear that robo-debt is unlawful?

The pivot for this article is not so much that Centrelink lacks legal authority for raising virtually all debts based on a robo-debt ‘reverse onus’ methodology rather than use its own information gathering powers – for this remains essentially uncontested. Rather it is extraordinary that this went unpublicised and uncorrected for over two years. So first a few words about the illegality as it affects working age payments such as Newstart (NSA) and Youth allowance (YA).

Robo-debt is unlawful because Centrelink is always responsible for ‘establishing’ the existence and size of supposed social security debts. This is because the legislation provides that a debt arises only if another section creates a debt, such as one based on the difference between the amount paid and the amount to which a person is entitled. And because Centrelink bears a ‘practical onus’ to establish this. If Centrelink cannot prove up a debt from its own enquiries or information supplied to it, the status quo (no debt/lawful receipt of payments) applies. This has been the law since 1984 when the full Federal Court decided McDonald. Unless the alleged debtor is one of the rare employees who had only a single job paid at a constant fortnightly pay rate, Centrelink fails to discharge this onus when its robo-debt software generates a debt by apportioning total earnings reported to the Australian Taxation Office (ATO) from particular jobs to calculate average earnings. Robo-debt treats fluctuating earnings as if that income was earned evenly at the same rate in each and every fortnight. Mathematically this is wrong because an average for a fluctuating variable never speaks to its constituent parts. And it is the actual income for constituent fortnights that as a matter of law is crucial for calculating the rate of a working age payment such as NSA or YA.

Read the full article here.


          Data Warehouse Developer - QVC - West Chester, PA      Cache   Translate Page      
Machine Learning is a plus. Learns to build productive networks with internal clients. Interfaces with business analysts, project managers and clients to...
From QVC - Wed, 19 Dec 2018 23:28:19 GMT - View all West Chester, PA jobs
          Adobe Illustrator CC 2019 v23.0.2 Multilingual macOS      Cache   Translate Page      

Adobe Illustrator CC 2019 v23.0.2 Multilingual macOS

https://extraimage.net/images/2019/02/08/887d6af01a377d24a9073cd80dc51d32.png

Adobe Illustrator CC 2019 v23.0.2 Multilingual macOS | File Size: 2 GB

The industry-standard vector graphics software lets you create logos, icons, drawings, typography, and illustrations for print, web, video, and mobile. Millions of designers and artists use Illustrator CC to create everything from web icons and product packaging to book illustrations and billboards.

Iconic work at any size.
Get all the drawing tools you need to turn simple shapes and colors into sophisticated logos, icons, and graphics. Illustrator artwork is vector-based software, so it can scale down for mobile screens and up to billboard size - and always look crisp and beautiful.

Gorgeous typography that says it all.
Incorporate a company name into a logo, create a flyer, or mock up a website design with the best type tools out there. Add effects, manage styles, and edit individual characters to create typographic designs that perfectly express your messages.

Draw attention everywhere.
Create freehand drawings, or trace and recolor imported photos to turn them into works of art. Use your illustrations anywhere, including printed pieces, presentations, websites, blogs, and social media.

Pro power comes standard.
With fast, responsive performance and precision tools, it's easy to focus on design, not process. Reuse your vector graphics across documents. Work seamlessly with other Creative Cloud apps like Photoshop, InDesign, XD, and Premiere Pro. Illustrator makes it a snap to add artwork to designs, video, and more.

Freeform Gradients
Easily create rich color blends that give your objects and artwork a more natural look and feel.

Global Editing
Save time by modifying repeating text or objects across multiple artboards all at once.

Customizable toolbar
Add or remove tools so you have just the ones you want, and group them the way that works best for you.

Presentation and Trim Preview
Turn artboards into slides you can easily project and share, and see how documents with bleeds will look with the edges trimmed off.

WHATS NEW:
Freeform Gradients
New color blending capabilities let you create richer, photorealistic gradients that look more natural.

Global editing
Save time when you modify similar objects across multiple artboards - all at once.

Visual font browsing
We've made it easier to browse different font classes to find the right font faster. And you can now choose from different sample text options, too.

Customizable toolbar
Add, remove, or group tools in your toolbar the way it works best for you.

More accessible Adobe Fonts
Easily see and activate thousands of fonts within the app. Preview the selected font in your project, even if it's not activated.

Presentation mode
Each artboard becomes a slide you can preview, browse, and project in presentation mode.

Trim view
See exactly how your designs look without guides, grids, or elements extending beyond the edge of the artboard.

Scaling to fit your monitor
Now you can customize the size of your tools, icons, menus, panels, and controls so they look just right.

Faster zoom
We've improved zoom in outline mode so you can watch as your canvas shrinks and grows incrementally.

Content-Aware Crop
This new feature, powered by Adobe Sensei, uses machine learning to provide suggested crops.

Actual size preview
Preview your designs at their actual dimensions when you set the view to 100%.

Puppet Warp enhancement
Thanks to Adobe Sensei, pins are now automatically suggested so there's no need to manually plot them.

And so much more
Also includes stability improvements and bug fixes.

Compatibility: macOS 10.12 or later 64-bit

HOMEPAGE

https://www.adobe.com

DOWNLOAD LINKS :

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          Stanford Streams Free TV (to all!)      Cache   Translate Page      
Aereo may be long gone, but the dream of streaming affordable local television (without an antenna) lives on. And a Stanford University research project has answered the call with Puffer. We enjoy some television on-the-house and they use machine learning to improve video streaming algorithms: We are trying to figure out how to teach a ... Read more
          Alliance of American Football      Cache   Translate Page      
Get into the game like never before! Pick the next play in real-time and win!Enjoy the most interactive, real-time, play-by-play fantasy football game on the planet. Get into the game like never before with The Alliance of American Football’s official app. Compete in the preeminent interactive, real-time fantasy football game while enjoying integrated gaming options — for you, and the players you are watching. Watch live video of the games.

The Alliance of American Football’s inaugural 10-week regular season begins Saturday, Feb. 9, 2019. Join The Alliance and experience pro football at unprecedented speed. Our games are broadcast on CBS, CBSSN, TNT, NFL Network, and Bleacher Report Live. Most games are live streamed on our app.

The Alliance of American football, co-founded by Hall of Famer Bill Polian, first and foremost is about quality football. Parallel to that, The Alliance also exists in part because it is on the cutting edge of innovation, a landscape of incomparable analytics, progressive algorithms, machine learning, and artificial intelligence. The league captures and generates live data and traditional stats, all available in The Alliance app. Download the app today and join The Alliance.

Coach The Offense

Put your football IQ to the test by going inside the game, analyzing the defense, spotting trends in play calling, identifying mismatches and predicting the offensive coordinator’s next move. Follow the live action via near zero-latency avatars and predict every play. The Alliance experience is nonstop inclusive football.

Experience Football Like Never Before

The Alliance’s integrated fantasy game will revolutionize the way you watch sports. The Alliance app offers real-time animation of each game paired with deep preCast analytics and interactive features. While the action happens, you can watch players huddle up, go into formation, run plays, following player movement as the plays happen, tracking the ball and watching the result of the play and scoring of your prediction, providing fans with real-time data previously available only to team coaching staffs.

Join The Alliance

The Alliance makes pro football accessible to fans of all ages. Purchase tickets to see your favorite Alliance team, enjoying quality pro football, unique entertainment and affordable prices. Experience The Alliance in person and cheer on your team. Tickets are available for purchase in The Alliance app with family-friendly ticket prices and unique options for group ticketing, VIP access and flexible ticket plans.
Show your allegiance by purchasing team gear, including jerseys, T-shirts, hats, sweats and everything that makes an Alliance game or tailgate stand out.

About The Alliance of American Football

Led by some of the most respected football minds in the game, The Alliance of American Football is an eight-team league driven by high-quality professional football and fueled by a dynamic Alliance between players, fans and the game. Founded by TV and film producer Charlie Ebersol and Hall of Famer Bill Polian, The Alliance will begin a 12-week season February 9, 2019 on CBS and culminating with playoffs, then The Alliance Championship on April 27, 2019, in Las Vegas.

Live streaming of some games may be limited due to network TV relationships.
Copyright Alliance of American Football. All Alliance of American Football trademarks and copyrights used herein are the property of the applicable Alliance of American Football entity. All rights reserved.Alliance of American Footballhttps://lh3.googleusercontent.com/JlwKf0-LrctjLPitYBdiMGlCm7b7lDV8Omm_OWofDytiwuYZ_jbQGABuL9yYkcMTM6A=w200https://lh3.googleusercontent.com/8mKYHhUmgb1xXkbPk26pdcdc7MQ-cTXnwrZvOyufgRTcm-Q91SAUvUS3f_0-wGjqpWc=w700https://play.google.com/store/apps/details?id=com.aafAlliance.of.American.FootballAlliance of American FootballSportsSports1.0.1-370February 10, 20195.0 and up18M4.0class="htlgb#source%3Dgooglier%2Ecom#https%3A%2F%2Fgooglier%2Ecom%2Fpage%2F%2F10000">
Rated for 3+10,000 - 20,000We are live for our first game Feb 09,2019!
We've added Live Game video streaming (if available in your market).
We've made improvements to our interactive, real-time, play-by-play fantasy football game.
Enjoy22613422271231
          Senior Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Sat, 05 Jan 2019 10:09:26 GMT - View all New York, NY jobs
          Machine Learning Engineer - Temboo - New York, NY      Cache   Translate Page      
You will lead the design, prototyping and productization of machine learning-based features, and take responsibility for introducing other Temboo developers to...
From Temboo - Thu, 29 Nov 2018 10:09:26 GMT - View all New York, NY jobs
          Engineering Manager - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Sun, 28 Oct 2018 10:09:38 GMT - View all New York, NY jobs
          Frontend Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role building web-based features on top of transformative technologies like IoT and Machine Learning....
From Temboo - Wed, 17 Oct 2018 10:09:31 GMT - View all New York, NY jobs
          Embedded Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Wed, 17 Oct 2018 10:09:30 GMT - View all New York, NY jobs
          Engineer - Temboo - New York, NY      Cache   Translate Page      
You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
From Temboo - Fri, 28 Sep 2018 10:09:40 GMT - View all New York, NY jobs
          Executive Administrator - TeraRecon, Inc. - Research Triangle Park, NC      Cache   Translate Page      
Coordinate Zoom meetings and Microsoft Teams meetings as required. We are committed to redefining advanced visualization by leveraging machine learning, and to...
From TeraRecon, Inc. - Mon, 04 Feb 2019 22:19:11 GMT - View all Research Triangle Park, NC jobs
          Database Admin Intern - Bandwidth - Raleigh, NC      Cache   Translate Page      
Familiarity with Machine Learning & Statistical concepts. Provide operational support to satisfy internal reporting/data requests....
From Bandwidth - Tue, 20 Nov 2018 22:34:57 GMT - View all Raleigh, NC jobs
          (USA-MI-Novi) Data Science Application Engineer Automotive      Cache   Translate Page      
Data Science Application Engineer - Automotive Job Summary•Job: 20584-PGUI•Location:•Department:Shape the way the automotive industry leverages Data Science to improve design and operational decision-making. By partnering with automotive customers you will help them advance their capabilities for data mining and machine learning using MATLAB.In this pre-sales role, you will leverage your experiences to understand and effectively communicate the benefits of MathWorks tools for data analytics. You will spend most of your time working with automotive engineers and analysts to understand their technical and business challenges and proposing solutions for data analytics including data access, data mining, and machine learning.This position is located in Novi, MI and travel can be expected up to about 30 - 40% generally throughout North America. Responsibilities•Engage with prospective customers to understand their workflow and use this knowledge to recommend effective solutions.•Develop demonstrations including programs, application examples, and simulations to demonstrate how MathWorks software addresses the needs of our customers.•Prepare and deliver presentations and demonstrations at both small and large audience venues.•Partner with sales representatives to provide technical guidance for selling strategies toward successful achievement of sales goals.•Advocate for the future direction of MathWorks products based on customer interactions.•Identify new application areas and working with development and marketing to create compelling messaging and demonstrations.Minimum QualificationsA bachelor's degree and 7 years of professional work experience (or a master's degree and 5 years of professional work experience, or a PhD degree) is required.Additional Qualifications•Strong knowledge of data science and mathematical modeling software, such as MATLAB, R, Python.•2+ years programming experience (i.e. C, C++, C#, Java).•Understanding of the different types of data analysis in industry.•MS or Ph.D. in engineering, mathematics, computer science, or equivalent experience.•Exceptional verbal and written communication skills in both a group and individual settings.•Strong engineering skills in data access, data pre-processing, statistical analysis, signal processing, and machine learning.•Experience with automotive data acquisition, diagnostics (OBD II), and communication protocols such as CAN.•Experience with analyzing large datasets.Pluses:•Experience with Hadoop, on-database analytics, and data visualization tools.•.NET or Java experience.•Knowledge of distributedarallel computing and/or GPUs for numerical computation.Why MathWorks?It's the chance to collaborate with bright, passionate people. It's contributing to software products that make a difference in the world. And it's being part of a company with an incredible commitment to doing the right thing - for each individual, our customers, and the local community.MathWorks develops MATLAB and Simulink, the leading technical computing software used by engineers and scientists. The company employs 4000 people in 16 countries, with headquarters in Natick, Massachusetts, U.S.A. MathWorks is privately held and has been profitable every year since its founding in 1984.if you need reasonable accommodation because of a disability in order to apply for a position. The MathWorks, Inc. is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, religion, , orientation,
          Machine learning — puzzling Big Data nonsense      Cache   Translate Page      
If we wanted highly probable claims, scientists would stick to​​ low-level observables and not seek generalizations, much less theories with high explanatory content. In this day​ of fascination with Big data’s ability to predict​ what book I’ll buy next, a healthy Popperian reminder is due: humans also want to understand and to explain. We want […]
          Technical Architect - AWS - CDW - Seattle, WA      Cache   Translate Page      
DevOps, Big Data, Machine Learning, Serverless computing etc. Solicit input/feedback from both internal and external customers to shape the service offering....
From CDW - Sun, 30 Dec 2018 02:07:17 GMT - View all Seattle, WA jobs
          Quality Assurance Engineer - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
Do you want to use Amazon’s massive data sets and Machine Learning to do it? Our QAE will be able to understand software internals, debug problems using log...
From Amazon.com - Fri, 01 Feb 2019 10:10:42 GMT - View all Seattle, WA jobs
          Software Development Engineer II - Amazon.com - Seattle, WA      Cache   Translate Page      
Interest or experience in Machine Learning. Communication skills for both a technical and business audience....
From Amazon.com - Wed, 30 Jan 2019 06:58:56 GMT - View all Seattle, WA jobs
          Principal Associate Software Engineer - Capital One - Tysons Corner, VA      Cache   Translate Page      
Java Ecosystem (Spring Boot, Maven, Tomcat etc.), API Gateway, AWS (S3, ECS etc.), Angular, JUnit, Jasmine, Karma, Microservices, Machine Learning, Kafka,...
From Capital One - Sat, 02 Feb 2019 15:41:05 GMT - View all Tysons Corner, VA jobs
          Technical Architect - AWS - CDW - Dallas, TX      Cache   Translate Page      
DevOps, Big Data, Machine Learning, Serverless computing etc. Solicit input/feedback from both internal and external customers to shape the service offering....
From CDW - Sun, 30 Dec 2018 02:07:17 GMT - View all Dallas, TX jobs
          AI/Machine Learning/Deep Learning Application - Intern - Seagate Technology - Singapore      Cache   Translate Page      
About the Role : We are looking for candidates who are highly passionate about data science and want to apply artificial intelligence/ deep learning/ neural...
From Seagate Technology - Mon, 28 Jan 2019 13:47:47 GMT - View all Singapore jobs
          Senior AI Solutions Architect - Industrial - Petuum - Sunnyvale, CA      Cache   Translate Page      
Machine learning or IIoT preferred. PaaS, SaaS, IaaS and business intelligence/analytics implementation experience are a plus....
From Petuum - Sun, 06 Jan 2019 08:08:10 GMT - View all Sunnyvale, CA jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Madison, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Madison, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Madison, WI jobs
          Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Sat, 02 Feb 2019 10:11:05 GMT - View all Milwaukee, WI jobs
          Sr Data Architect - Data Warehouse & MPP - Nationwide Opportunities - Amazon Web Services, Inc. - Milwaukee, WI      Cache   Translate Page      
These professional services engagements will focus on customer solutions such as Machine Learning, IoT, HPC, Batch/Real-time Data processing, MPP systems, Data...
From Amazon.com - Wed, 30 Jan 2019 09:26:35 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Milwaukee, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Milwaukee, WI jobs
          Technical Architect - Data Solutions - CDW - Madison, WI      Cache   Translate Page      
Experience with Microsoft SQL, MySQL, Oracle, and other database technologies. Predictive analytics, Machine Learning and/or AI skills will be a plus....
From CDW - Sat, 03 Nov 2018 06:11:29 GMT - View all Madison, WI jobs
          Principal Software Engineer - Thales - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Fri, 16 Nov 2018 07:23:59 GMT - View all Texas jobs
          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Sat, 27 Oct 2018 10:20:44 GMT - View all Texas jobs
          Software Engineer - Microsoft - Redmond, WA      Cache   Translate Page      
Database internals, query processing, query optimization, cloud computing, operating systems, machine learning, multithreaded application development and online...
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Regularly interfaces with IT Business Partner and key business stakeholders. Design blueprints for efficient production of machine learning models embedded in...
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Life at Dell. Ability to use machine learning techniques. The business analytics intern will be working on a problem which would require detailed analytics and...
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To help retail businesses and everyday users solve complex pricing challenges leveraging the latest machine learning science with a completely transparent...
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          How to Build a Career in AI and Machine Learning      Cache   Translate Page      
The AI Career Landscape AI is returning additional traction late due to recent innovations that have created headlines, Alexa's sudden happy yet. however, AI has been a sound career selection for a long time currently due to the growing adoption of the technology across industries and therefore the want for trained professionals to try and do the roles created by this growth. Pundits predict that AI can produce near a pair of.3 million jobs by 2020. However, it's additionally forecasted that this technology can wipe out over one.7 million jobs, leading to regarding 0.5 1,000,000 new jobs worldwide. additionally, AI additionally offers several distinctive and viable career opportunities. AI is employed in virtually every business, from diversion to transportation, nonetheless, we've got an enormous want for qualified, sure-handed professionals.
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Familiarity with Machine Learning & Statistical concepts. Provide operational support to satisfy internal reporting/data requests....
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Ability to align business needs to development and machine learning or artificial intelligence solutions. Experience in natural language understanding, computer...
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          Create a wordpress webpage + infographic      Cache   Translate Page      
We are MonkeyFlux.com a company focused on providing technology solutions to marketing agencies and brands. Our tools helps advertisers to manage their media campaigns on YouTube, Facebook, Instagram and Programmatic Market maximizing results and reducing cost. Babuin (named for Baboon) is our first platform and its main pillars are AI and Machine learning applied to buying algorithms that manage campaigns. The web platform also helps clients to manage campaigns cross platform (YouTube, Facebook, etc..) unifying all in one report. We want a one page website with a colorful design more kind of a cartoon design creating the illustrations listed on PPTX document attached. Some web pages we like and can inspire you: https://demo.softserveinc.com/voicemybot/ https://www.timepot.io/ http://shtheme.net/demosd/miex/home-3/ http://www.yonidebeule.be/ (Prize: 1010)
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Exposure to Derivatives would be beneficial. CogniFrame is a hybrid machine learning company that combines Classical Risk Models and Quantum Optimization to...
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          Framework for Better Deep Learning      Cache   Translate Page      

Modern deep learning libraries such as Keras allow you to define and start fitting a wide range of neural network models in minutes with just a few lines of code. Nevertheless, it is still challenging to configure a neural network to get good performance on a new predictive modeling problem. The challenge of getting good […]

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          La ética del chatbot en la empresa, los ingenieros y los hackers.      Cache   Translate Page      
Hace unos años atrás, uno de los motivos de argumentación sobre por qué el software comercial de código no abierto debía ser abierto era la "Ética". Algunos decían  que "no es ético hacer programas que no te den las libertades del software libre". Ese punto de vista, a mí personalmente, siempre me resulto un tanto desproporcionado. Utilizar palabras como "Libertad" o "Ética" para un programa de contabilidad de una empresa o un gestor de logs de un TPV con el que una empresa hace negocio, me parecía demasiado exagerado. Libertad o Ética son palabras muy grandes que en la historia de la humanidad han sido motivo de grandes decisiones y dramas, como para tachar a un ingeniero que hace un programa de contabilidad para una empresa de No Ético por no haber publicado el código fuente o entregado el software con una licencia concreta.

Figura 1: La ética del chatbot en la empresa, los Ingenieros y los hackers.

Ahora, con la llegada de la Inteligencia Artificial, aparecen nuevos debates sobe la Ética y de nuevo veo a mucha gente apropiándose de capacidades sobre palabras que son muy grandes, como si fueran a poder articular la forma correcta de aplicar la Ética en la AI de una forma mágica. Veo gente que habla de este tema con ligereza y simplismo, sin haber hecho tecnología nunca, y encasillando los roles de los profesionales de una empresa con ideas preconcebidas. Momentos que traen a mi memoria la frase que dijo Linus Torvarlds a un periodista durante un entrevista y de la que siempre hablo: "El tiempo de soluciones sencillos a problemas sencillos hace tiempo que pasó". Y dejadme que os explique esto de la forma en que yo lo veo, que en cierta manera me incomodan algunas posturas. 

Ética y Moral

Normalmente se confunden los términos sobre lo que es ético o no, con lo que la moral considera qué es correcto o qué es incorrecto. Es decir, desde cosas tan sencillas como dar los buenos días, felicitar los cumpleaños, usar lenguaje formal, coloquial, insultar, usar lenguaje inclusivo, hasta cosas más complejas como ayudar a localizar a un prófugo de la justicia, gestionar un arsenal de bombas nucleares o saltarse la ley para defender tus ideales. Preguntas a veces muy difíciles de contestar como "¿Debe una empresa saltarse la ley para defender algún ideal?", "¿Debe crear un software espía una empresa de seguridad para luchar en la Guerra contra el Terror?"."¿Debe hacer una empresa un software o un negocio que atente contra el bienestar de las personas maximizando el beneficio de los accionistas?"

Sí, preguntas muy complicadas que yo suelo contar con casos muy específicos y concretos como el de la publicidad dirigida en base a datos que vemos en Internet, donde las empresas pueden explotar tus debilidades para hacer su negocio. ¿Se deben poner anuncios de bebidas a personas con adición al alcohol? ¿Es ético poner anuncios de apuestas o gambling en frente a personas con ludopatía? ¿O por el contrario debemos utilizar la tecnología para justo lo contrario? Se deben o no, explotar, en definitiva, las debilidades humanas tal y como decía Sean Parker, uno de los que co-creadores de la red social, que hacían conscientemente cuando estaban construyendo el gigante que es hoy Facebook.

Como veis, el debate puede ser arduo, y va mucho más allá de que un ingeniero decida el texto de contestación de un chatbot, que como sabéis todos los que habéis hecho tecnología son como los textos de la web, o los menús de las aplicaciones. Es decir, que pasan por los equipos de User eXperience, después de haber pasado por los de User Research, y que van alienados con los mensajes y valores de comunicación de los equipos de marca.

No, el debate no es tan sencillo como si un bot debe decir los buenos días o usar lenguaje inclusivo, que por supuesto se decide en esas áreas que acabo de citar. El debate puede plantear grandes discusiones que entroncar los valores de la empresa con el negocio, y con la visión de que una empresa debe ser de ayudar a las sociedades en las que opera.

Y por supuesto las respuestas no son tan evidentes, ni al alcance de un debate de opiniones de gente de todo tipo. No basta con tener buenos valores como persona para entender todas las implicaciones. Ni ser una experta en Ética para saber si esa tecnología va a derivar en otra cosa. Los debates no son tan sencillos y se tienen, cada uno en un lugar diferente. Yo usé, para explicar la complejidad de la zona gris, un par de posibles proyectos empresariales para ayudar a decidir dónde invertir o qué empleados se deben despedir. Como he dicho, yo uso HIRE e INVIERTE, mis A.I. inventadas, para explicar lo difícil de aplicar la Ética en proyectos de empresas. 

HIRE e INVIERTE

En el debate que yo proponía HIRE como un sistema se dedica a seleccionar qué empleados van a entrar en una fase de low-performance usando datos públicos en algoritmos de Analítica Predictiva. Esto, que puede parecer algo raro, no es ni mucho menos descabellado y dentro del mundo de la Ciberseguridad, la disciplina de Human Behaviour Analytics es una de las desarrollada para detectar empleados maliciosos, empleados que van a irse de la compañía y entrar en una fase mayor probabilidad de robo de secretos industriales o, simplemente, que van a bajar su rendimiento laboral.

El segundo de los servicios, INVIERTE, decide en qué empresas quiere invertir en función del performance de la compañía. Y por lo tanto en el performance de sus empleados. En este caso, analizar este rendimiento se puede hacer de muchas maneras. Desde analizar qué medidas de seguridad tiene, hasta saber qué mecanismos de control a los empleados aplica, o qué datos de absentismo laboral está alcanzando.

La aplicación de los dos sistemas a la vez, siguiendo una teoría evolutiva de esas que tan bien explica El Gen Egoísta, lleva a que la aplicación de HIRE en empresas pueda llevar a despedir a personas en situaciones de enfermedad no detectada - como una depresión por estrés a punto de diagnosticarse o por hechos acaecidos en su vida personal -, o simplemente una mujer que esté embarazada y no lo sepa. Y HIRE estaría haciendo bien el trabajo para el que lo han programado, tendría empleados con alto performance y haría, con alta probabilidad, que los resultados económicos de la empresa fueran mejores.

¿Podría llegar un sistema informático - y fijaos que explícitamente no utilizo AI - llegar a detectar un embarazo antes incluso de que lo sepa la persona embarazada? Pues conscientemente no, pero inconscientemente sí. Al final las técnicas Human Behaviour Analytics utilizando los sistemas de Analítica Predictiva, pueden detectar quién está a punto de entrar en low-performance. Y como un porcentaje de esos casos son personas que pueden entrar en low-performance por su situación personal - sea conocida conscientemente o no por el propio individuo - el sistema lo podría detectar.

Quizá a alguien que no entienda bien cómo funcionan las técnicas de Machine Learning hoy en día, pero hace tiempo que dejamos de explicarle a un sistema informático de visión artificial cómo es una vaca. Las primeras técnicas de reconocimiento de vacas - que es el ejemplo que utilizo ya para explicarlo - intentaban programar las reglas de conocimiento, explicando que una vaca tiene cuatro patas - normalmente - que tiene dos cuernos pero no muy grandes, que las hay de manchas pero también de pelo, etcétera. Fijaos qué complicado es explicarle a un sistema informático es una vaca.

Hoy en día, con las técnicas de Machine Learning, y sobre todo con los algoritmos de Deep Learning basados en Redes Neuronales, lo que se le hace es exactamente lo que hicieron con nosotros. Nos llevan a granjas a ver vacas y cuando salían en la tele nuestros padres nos decían "Mira una vaca". Es decir, le enseñamos todas las fotos y vídeos de vacas que podemos para que el modelo aprenda qué es una vaca. Si tu buscas en las fotos de tu iPhone por "perro", te sacará las fotos que hayas hecho en las que haya un perro no porque las has etiquetado, no porque haya reconocido un animal de cuatro patas moviendo una cola. Lo hará porque hay un modelo entrenado que ha visto millones de perros y "sabe" lo que es un perro "casi" como tú lo sabes.

Es decir, que un sistema como HIRE sería capaz de detectar de todos los datos que hay en un sistema de Human Behaviour Analytics si un empleado va a entrar en low-performance sin necesidad de saber los motivos de por qué va a entrar en low-performance. Es decir, fríamente, analizando los datos, es capaz de predecirlo. ¿Habéis visto Minority Report? Pues de esto iba.

Y ahora lo contrario, ¿Podría un sistema informático como INVIERTE llegar a detectar la aplicación de un sistema como HIRE en una empresa? Por supuesto que sí. Teniendo datos de gestión de los recursos humanos, datos de bajas, etcétera, podría llegar a detectarlo. Pero realmente sería como con el caso del perro. No me importa si lo tienes o no, lo que sucede es que los datos que se muestran reflejan que una empresa se gestiona como sí lo tuviera o porque lo tiene. Los Side-Channels se han utilizado durante años para inferir datos que parecen ocultos. Pero es más básico aún. ¿Qué más le da a INVIERTE si una empresa tiene HIRE o una persona responsable de Recursos Humanos con la misma intuición que HIRE?

En esos casos, aplicar un sistema como HIRE en una empresa podría maximizar el rendimiento de la organización y generar más beneficios al tener empleados en mejor rendimiento, e INVIERTE lo podría detectar y premiar con la inversión de capital en las compañías que lo hacen.

Y ahora llega el momento ¿Sería "Ético" usar INVIERTE? ¿Sería Ético usar un sistema que pueda incentivar el uso de HIRE? ¿Pero yo como inversor no debo premiar a las empresas de inversión que generan más retorno de inversión de mi capital? Probablemente muchos, llegados por este punto de la narración muchos pensaréis que la aplicación de los dos sistemas sin ningún control es peligroso para la sociedad.

Ahora veamos otro punto de vista. Desacoplemos los dos sistemas. ¿Sería ético para una empresa que hace inversiones con los ahorros de trabajadores que buscan tener dinero para su retiro NO utilizar tecnología para analizar de la manera más acertada posible cuál va a ser el rendimiento futuro de las compañías donde va a poner su dinero? Probablemente algunos penséis que no, y de hecho si un administrador no da los mejores beneficios puede ser despedido hasta de su propia empresa, como le pasó a Steve Jobs en Apple cuando LISA no funcionó como debía.

Pero entonces, si unas empresas deciden ser "Éticas" siguiendo los  principios morales que algunos pensáis a esta altura de la explicación que hay que defender, y no crean HIRE en su compañía, sucedería que los grupos de inversión que usen INVIERTE  dejen de invertir dinero en ellas. Y les iría mal, con lo que la teoría evolutiva les llevaría a desaparecer o a cambiar al equipo directivo. Una situación similar a la que sucede con todas las empresas y directivos que se han extinguido atrapados por el Tsunami de la disrupción tecnológica.

Ahora quitemos la tecnología del medio. Al final, el trabajo de HIRE y de INVIERTE son trabajos muy comunes de personas en las organizaciones. Personas de unidades de Recursos Humanos o de Análisis de Inversión que utilizan herramientas más artesanas, como conversaciones, análisis personal de emociones, resultados en hojas Excel con KPIs, funciones de progresión y estadística para decidir las mismas cosas. Quién no es bueno para la empresa y dónde debe invertir una empresa.

Si una persona de RRHH despide a una mujer que está embarazada pero no lo sabe ninguna de las dos, o si un analista de inversiones pone el dinero en una empresa analizando datos en su Excel y le da que una empresa va a tener mal futuro porque tiene muchas bajas y ha bajado la carga de productividad porque ha habido muchas bajas por enfermedad o maternidad... ¿Sería Ético o no? 

Probablemente muchos penséis que sí. Que es Ético porque en el caso de los RRHH nadie sabía nada. Y en el segundo porque el analista hace un análisis frío del futuro de la empresa con una hoja de Excel. Hacen su trabajo. Y así funcionan muchas empresas en su día a día. Basándose en las complejas decisiones que toman cerebros de personas a las que admiramos si llevan su empresa a buen término. Pero... ¿no es lo mismo el caso de HIRE e INVIERTE y la vaca? Al final, HIRE e INVIERTE no saber por qué va a entrar en low-performance o por qué a una empresa le va a ir bien o mal. Simplemente lo saben.

Los datos hablan... y a lo mejor no lo sabes

Lo cierto es que en uno de los casos estamos usando un frío sistema informático que usa datos y algoritmos - que pueden ser sencillos, no necesitan ser AI - y en el otro el potentísimo cerebro humano. Y los datos.... en ambos casos pueden resultar difícil de catalogar. Difícil de saber si realmente pueden llevar a ser cruciales en la  toma de decisiones "Éticas" o no.  Los datos son. Son los que son y dicen lo que dicen. A veces solos y de forma discreta no dicen nada. Pero correlados y cruzados pueden decir más de lo que deben. Y a veces, es imposible poner el límite justo.

Una visión simplista puede llevar a pensar que con eliminar ciertos tipos de datos vamos a hacer que el sistema informático tome la decisión de igual manera que lo hace la persona de HHRR y la de Análisis Financiero. Y aquí volvemos a meternos en otro jardín que me encanta, personalmente. Y que es una reflexión que incluso he planteado a personas a cargo de sacar la nueva LOPD en España. Dejadme que os lo explique.

Estamos acostumbrados a hablar de datos de diferentes tipos. De carácter personal. Datos médicos. Datos que parecen representar una sola cosa. Pero todos sabemos que no es así. Y es un debate que yo he explicado muchas veces. Por ejemplo, un dato como la ubicación GPS ¿dice solo dónde estás? Ya sabéis que no. Y la conferencia que di sobre You are where you are es un alegato completo a esa respuesta.


Figura 2: You are where you are

Al final, un dato como la ubicación GPS puede decir si tienes dinero, tu ideología política, tu ideología religiosa, tus hábitos alimenticios, deportivos, tu vida sexual, tu familia, tu vida personal. Siempre con un porcentaje de acierto y un margen de error. Si una persona tiene una ubicación periódica en el lugar en el que hay un centro médico puede ser que esté enfermo, que visite a amigos, que trabaje allí, o mera casualidad. Pero con el mundo del Big Data y la capacidad de analizar grandes cantidades de datos en tiempo útil, eso puede afinarse hasta grados increibles. 

Y la ubicación es lo más sencillo. Pero la forma en la que coges el teléfono, la forma en la que tocas la pantalla, la resolución con la que ves las aplicaciones, el tiempo que pasas leyendo determinados artículos, las películas que ves, las horas a las que trabajas, tu manera de escribir, la forma en la que cambias de aplicaciones, la manera en la que mueves el ratón o las webs por las que navegas pueden decir cosas de ti que no imaginas

Puede detectarse que una persona tiene una ludopatía, que está nervioso, que es republicano o demócrata, que tiene parkinson, o un problema visual, que tiene una disfuncionalidad cardiaca, etc... ¿Son los datos de monitorización de las pulsaciones de un teclado, o las resoluciones de pantalla que usan las personas en sus puestos de trabajo datos médicos? La respuesta no es muy sencilla.

De hecho, la respuesta que llegó para solucionar este problema desde la regulación fue el GDPR en Europa. Dile al usuario para qué vas a utilizar cada dato y que él decida. Una forma compleja para el ciudadano de tener que saber si lo que le están solicitando es la información que quiere dar. Por ejemplo, queremos "Utilizar los datos GPS de tu móvil y la navegación para ponerte anuncios más adecuados a tu perfil". Eso puede significar muchas cosas.

Y si analizamos la información de las empresas que quieren ser compliance pero no dar claridad total, nos encontramos con casos como el de UBER que yo comentaba en el artículo que le dediqué al escándalo de Cambridge Analytica.

El algoritmo

Y vayamos ahora a los algoritmos. Y dejadme que no hable de AI todavía, solo de un algoritmo normal. El problema del sesgo se puede producir de muchas formas. Imaginemos que los primeros resultados que salen en un buscador son de un determinado periódico con una determinada ideología. Probablemente influya positivamente en alguna ideología concreta y negativamente en otro.


Solo por eso. La teoría evolutiva hará que además se retroalimente y crezca.  Pero... ¿ha hecho algo malo el algoritmo? Ha usado datos fríos para marcar la relevancia del resultado, pero como he explicado antes, los datos fríos pueden estar dando información que está oculta al ojo menos acostumbrado.

Detectar un sesgo en un algoritmo sencillo puede ser fácil de entender. Por ejemplo imaginad que vamos a premiar con unos regalos a los empleados que se mantengan saludables. Una idea que puede parecer buena al principio porque si los trabajadores cuidan su salud habrá menos bajas, serán más productivos y le irá mejor a toda la compañía.

Imaginad que se calcula una formula de peso saludable en base a la edad, altura, peso que da un rango entre 0..1 donde 0 es no ganas puntos porque estás lejos de tu peso saludable y 1 estás perfecto. Por el medio todos los grados posibles: 0.3, 0.8, 0.9, etcétera.  Esto, que no tiene nada que ver con Inteligencia Artificial ni datos utilizados en algoritmos concretos de Machine Learning ni nada, es una muy mala idea de base.

Por supuesto, no todas las personas tenemos la misma constitución, ni por supuesto está fomentando algo que pueda ser positivo para todo el mundo. Ni está teniendo en cuenta situaciones personales por motivos personales. Como ayunos religiosos, enfermedades, metabolismos, etc... ni el impacto emocional que puede tener en las personas que no alcancen el 1. 

Y eso no tiene que ver para nada con la tecnología en sí. ¿Con qué tiene que ver?

Ética corporativa, legalidad y Valores

Lo que marca al final qué tecnología se debe hacer o no son los valores de la compañía y las personas que velan por ellos. Lo que sus ejecutivos de alto nivel deciden que quieren preservar y aquello que no quieren defender. Vender datos de clientes o no venderlos es una decisión ejecutiva y no tecnológica con fundamento de valores. Aplicar sistemas de predicción de bajo rendimiento en el futuro de trabajadores es una decisión del equipo ejecutivo, sin que tenga que ver que con la tecnología que se utilice. Puede ser un Excel o un complejo sistema de AI con un algoritmo difícil de entender.  O usar el sistema para ayudar a los trabajadores que van a entrar en low-performance en lugar de despedirlos. Marca la diferencia qué valores tenga la compañía.

Hacer la tecnología que se quiere hacer y no la que se puede hacer es una decisión que entra en los valores de la compañía. Y que son muy importantes como veis. Y en las empresas hay personas y equipos para ello. En nuestro caso tenemos a las personas de Negocio Responsable y Responsabilidad Social Corporativa que se ocupan de velar por eso. Y en cosas como la dicotomía de HIRE tenemos a los equipos de Personas que cuidan esas decisiones. Y por encima de todos ellos los departamentos Legales para velar por el cumplimiento de obligaciones y los altos órganos de gobierno como el Comité Ejecutivo y el Consejo para impulsar todos los valores de la compañía. Y esos valores son los que marcan lo que debe ser el mapa Ético de la compañía.

Como veis, en este apartado no hace falta tener muchos ingenieros. Y las personas que velan por la dirección de la compañía tienen perfiles de todo tipo. De negocio, de comunicación, de ingeniería, de finanzas, etcétera. Son personas - muchas - que defienden los valores de una empresa independientemente de la tecnología. De hecho, muchas de las decisiones que hay que tomar en una compañía que tiene que ver con ética y valores de la empresa, no tiene nada que ver con tecnología. 

Y los valores de la compañía se llevan en todo lo que hace la empresa. En las campañas de marketing, en los anuncios, en los textos de una web, en los textos de las aplicaciones móviles o en los textos que devuelve un chatbot. Los valores de una compañía están en todos los rincones. Y los llevamos más allá de nuestras fronteras jurídicas o tecnológicas. Y en la parte del mundo digital, se declinan de varias formas. Y la primera de ella es un Manifiesto Digital de los valores que creemos deben defenderse en este nuevo mundo que crece y cambia día a día.

Figura 4: Manifiesto Digital de Telefónica

Una empresa debe operar dentro de los principios legales de un Estado. Si este Estado está dentro de países que cumplen los derechos humanos es difícil justificar éticamente que una empresa se salte la ley. Pero también debe fomentar el debate público cuando crea que algo no es bueno para la sociedad. Y es duro a veces. Porque puede estar encontrado contra la ética personal de cada alguna de las personas que representan a las personas. Pero las empresas no deben estar por encima de los Estados. Yo ha escribí de este debate hace ya unos años, en un par de artículos que llamé "A los CEO de las multinacionales no los elige el pueblo" y "El derecho a la privadad en mi lista de derechos".

Dicho eso, a lo largo de mi vida trabajando en ciberseguridad - y con la malinterpretación del término hacker - yo he tenido que tomar muchas decisiones morales. Decisiones que tienen que ver con mi visión personal del mundo y de la sociedad, con la educación que he recibido y con los valores personales que he absorbido de las personas a las que admiro.  Y por eso cuando me han pedido cosas que no encajaban con mis valores personales he actuado acorde a ellos. Casos como cuando me pidieron ayudar a hacer un Man in the Middle en países, o cuando me piden esas cosas las personas buscan cibercriminales y no hackers.

Como cualquier otro ser humano - o empresa - tomo decisiones teniendo unos valores. Aunque me encantaría, por desgracia no siempre consigo que mis acciones sean acordes con mis valores. Y muchas veces me equivoco. Pero es tomando como referencia mis valores lo que me hace decidir si acierto o no. Incluso cumpliendo la ley a veces me equivoco y tomo decisiones equivocadas con mis principios de ética y moralidad que me dañan por dentro. Es lo que tiene ser humano. Es lo mismo que sucede con los "hacktivistas", donde gente como Edward Snowden o Bradley Manning tomaron una decisión ética basada en sus valores que les llevó a incumplir la ley de su país, llegando a sufrir condenas muy duras.

Como empleado de una compañía, yo tengo que defender los valores de esta compañía. Y si no los sintiera buenos y como míos, tal vez tendría que llegar hasta a abandonar el trabajo. Una vez, cuando aún era CEO de ElevenPaths, llegó una petición desde un cliente que quería que le desarrolláramos una arma de ciberseguridad con capacidades ofensivas. En este caso se trataba de montar un producto que pudiera usarse para atacar servidores. No me gustaba. Por mucho que pudiera entender la motivación del cliente, no quería crear tecnología ofensiva en ElevenPaths, así que dije inicialmente que no, y luego pregunté a mis compañeros para confirmar que esto no iba con los valores que queríamos defender.

Figura 5: CyberSecurity Tech Accord

Años después, la compañía decidió confirmar públicamente este tipo de decisiones por medio de la adhesión al CyberSecurity Tech Accord donde defendemos, además de otros valores, justo este del que os estoy hablando.

Inteligencia Artificial y Ética

Llegado a esta parte de la disertación, quiero llegar a la parte de la Inteligencia Artificial, que es la que ha generado este Hype en el mundo de la Ética. Y digo Hype, porque es verdad que la llegada de la IA, con la evolución de los algoritmos y técnicas de Machine Learning que han pasado desde los primeros autómatas y sistemas expertos basados en árboles de decisión, hasta los modernos algoritmos de Deep Learning basados en Redes Neuronales y las modernas GANs que han abierto tantas posibilidades.


Y puede ser bueno o malo, en función de lo que se construya. Por supuesto, una empresa como la nuestra no va a hacer ningún sistema para localizar personas con reconocimiento facial atentando contra su privacidad - tanto si se usan los modernos sistemas de AI que se usan en Visión Artificial como si se usa un viejo algoritmo de reconocimiento facia basados en reglas con el conocimiento de los expertos -. No lo va a hacer, porque eso atenta contra nuestros valores y todos los ejecutivos de la casa lo tienen claro, además de que tenemos toma de decisiones con responsabilidades compartimentada para evitar justo eso.

Es verdad que la AI ha abierto nuevas posibilidades, pero son los valores los que controlan la creación de tecnología en una empresa. ¿Los textos de un chatbot? Igual que los textos de una web. ¿La privacidad de la voz al hablar con un asistente digital? Igual que cuando se respeta en una llamada telefónica. ¿Las contestaciones que da un asistente digital? De igual forma que se transmite la forma de contestar a un compañero que habla con un cliente en un Contact Center o una tienda. Es decir, que sea AI, o cualquier otro proyecto tecnológico o no, está basado en los controles de valores de compañía que tenemos.

La AI se puede usar para cosas tan complejas como predecir el "churn" de un cliente de manera más ajustada que ninguna otra tecnología o predecir la calidad del aire de una ciudad una semana vista, pero también se puede usar para cosas tan sencillas como para reconocer un comando de voz para cambiar un canal, clasificar las fotos en tu smartphone o reconocer un texto a mano alzada. Es solo tecnología.

Por supuesto que la tecnología puede usarse para llevarnos a escenarios catastrofistas, pero los valores de una compañía en concreto, y los de una sociedad en su totalidad, deben decidir - sea AI u otra tecnología no catalogada como AI  - para que se quieren utilizar los avances del conocimiento. Y hay cosas maravillosas como os conté en el artículo de "La AI que no quería morir, que quería matar y que no sabía amar". 

Ingenieros & Hackers

Y para terminar todo esta reflexión sobre el tema, llego al punto que quería debatir de verdad. Todo lo anterior lo puedes tomar como una introducción al asunto. Y es... ¿cuál es el rol de los Ingenieros (y de los hackers) dentro de la Ética de una empresa cuando hablamos de AI? Pues al final es uno de los más importantes, especialmente cuando hablamos de esto, de algoritmos complejos de AI.

Como he dicho, usar la AI para cosas "evidentemente" contrarias a los valores de la empresa, es lo mismo que hacer tecnología - use AI o no - contraria a los valores de la empresa. Son los equipos directivos, de Responsabilidad Social Corporativa, de Negocio Responsable, de Personas (HHRR), Legales, y los órganos de gobierno como el Comité Ejecutivo, el Consejo y sus comisiones de control los que deberán marcar las pautas con los valores de la compañía para saber si se debe hacer un proyecto o no. E incluso se declina en una declaración de principios éticos.

Figura 7: Principios Éticos de la AI en Telefónica

¿Los textos de un chatbot? Si has hecho tecnología alguna vez en una empresa, sabras que son los equipos de comunicación, marca, user-research, lingüistas y user experience los que le dicen a los ingenieros qué debe decir en la respuesta de una intent reconocida por el motor de bots. No, los ingenieros (y los hackers) son fundamentales para otra cosa.

Son fundamentales porque son los que conocen bien el funcionamiento de la tecnología. Los ingenieros de datos, los ingenieros de ciencia de datos, los ingenieros de software, los ingenieros de AI y los hackers, los que levantan la bandera para detectar esas relaciones ocultas entre los datos. Las implicaciones que tiene un algoritmo evolutivo frente al un sistema basado en un árbol de decisión. Los que pueden decir que la evolución del modelo puede llevar a una situación de degeneración, o los que pueden entender realmente la implicación de dos AI enfrentadas. Esos hackers que pueden llevar cualquier tecnología al límite.

Si no involucras a tus ingenieros y hackers en detectar esas situaciones en las que un HIRE y un INVIERTE pueden llevar a una evolución no deseada. A detectar los Side-channels de los datos y algoritmos donde la localización en un sistema pueda llevar a un atentado contra la privacidad de las personas, a saber cuándo un sistema de GANs puede crear un sistema se salte todos los controles o donde un sistema de Human Behaviour Analytics puede ser nocivo para los empleados, vas mal. 

Como ves, todos los roles y perfiles de una organización tienen su función en el comportamiento ético de una empresa, pero los ingenieros tienen uno muy especial cuando hablas de Datos, Big Data, Machine Learning e AI. No para definir los valores, sino para garantizar su cumplimiento.

Saludos Malignos!

          Senior Machine Learning Engineer, Zestimate - Zillow Group - Seattle, WA      Cache   Translate Page      
About the team Join a growing, world-class artificial intelligence group that is dedicated to excellence and is passionate about our products. The Zestimate...
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We are MonkeyFlux.com a company focused on providing technology solutions to marketing agencies and brands. Our tools helps advertisers to manage their media campaigns on YouTube, Facebook, Instagram and Programmatic Market maximizing results and reducing cost. Babuin (named for Baboon) is our first platform and its main pillars are AI and Machine learning applied to buying algorithms that manage campaigns. The web platform also helps clients to manage campaigns cross platform (YouTube, Facebook, etc..) unifying all in one report. We want a one page website with a colorful design more kind of a cartoon design creating the illustrations listed on PPTX document attached. Some web pages we like and can inspire you: https://demo.softserveinc.com/voicemybot/ https://www.timepot.io/ http://shtheme.net/demosd/miex/home-3/ http://www.yonidebeule.be/ (Prize: 1010)
          Senior Machine Learning Engineer, Zestimate - Zillow Group - Seattle, WA      Cache   Translate Page      
About the team Join a growing, world-class artificial intelligence group that is dedicated to excellence and is passionate about our products. The Zestimate...
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TX-Dallas, Risk & Underwriting Analyst Ace Cash Express (Dallas, TX)Reqs: Bach's DeReqs: Bach's in mathematics, statistics, economics or other quantitative fields & 5 yrs progressive exp. A Mstrs Deg will sub for above exp. Job Duties incl: analyzing credit data using machine learning algorithms to evaluate consumer credit risk, preparing reports on model performance evaluations, business recommendations, ri
          Senior AI Solutions Architect - Industrial - Petuum - Sunnyvale, CA      Cache   Translate Page      
Machine learning or IIoT preferred. PaaS, SaaS, IaaS and business intelligence/analytics implementation experience are a plus....
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Organization National Energy Technology Laboratory (NETL) Reference Code NETL-2018-PGRP-VanEssendelft-1 How to Apply A complete application consists of: An...
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          Principal Software Engineer - Thales - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
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          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
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          Data and Analytics Technology - Data and Analytics Technology Generalist - Manager - PwC - Montréal, QC      Cache   Translate Page      
They understand business, are conversant across a number of modern data & analytics domains such as Big Data, advanced analytics, machine learning, advanced...
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          Backend Software Engineer, Search - Hired - San Francisco, CA      Cache   Translate Page      
The company is backed by Lumia Capital, Sierra Ventures and other leading investors. Desire to learn about how Data & Machine Learning can influence Search &...
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They understand business, are conversant across a number of modern data & analytics domains such as Big Data, advanced analytics, machine learning, advanced...
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Job Description We are looking for a strong Data Scientist or Machine Learning Engineer - a proven 'doer' to develop, implement and extend data-intensive...
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          Data Scientists / AI & Machine Learning Engineer - IVADO Labs - Montréal, QC      Cache   Translate Page      
Experience implementing AI/data science algorithms using one or more of the modern programming languages/frameworks (e.g., Python, Pandas, Scikit-learn,...
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You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
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You will lead the design, prototyping and productization of machine learning-based features, and take responsibility for introducing other Temboo developers to...
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You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
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You’ll have a high-impact role building web-based features on top of transformative technologies like IoT and Machine Learning....
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You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
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You’ll have a high-impact role working with transformative technologies like IoT and Machine Learning....
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          Machine Learning / Atificial Intelligence Engineer - Eigen - Grass Valley, CA      Cache   Translate Page      
We have two products, Artemis, our 3D semi-robotic prostate biopsy system and ProFuse, our MRI image fusion product that is being used on patients daily to...
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I do have a project using python. I would know how does this programming running and working and do analysis (Budget: $10 - $30 USD, Jobs: Data Mining, Data Science, Machine Learning, Python, Software Architecture)
          Backend Software Engineer, Search - Hired - San Francisco, CA      Cache   Translate Page      
The company is backed by Lumia Capital, Sierra Ventures and other leading investors. Desire to learn about how Data & Machine Learning can influence Search &...
From Hired - Fri, 07 Dec 2018 08:23:03 GMT - View all San Francisco, CA jobs
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I do have a project using python. I would know how does this programming running and working and do analysis (Budget: $10 - $30 USD, Jobs: Data Mining, Data Science, Machine Learning, Python, Software Architecture)
          Machine Learning Researcher - PARC, a Xerox company - Palo Alto, CA      Cache   Translate Page      
PARC, a Xerox company, is in the Business of Breakthroughs®. We create new business options, accelerate time to market, augment internal capabilities, and...
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PARC, a Xerox company, is in the Business of Breakthroughs®. We create new business options, accelerate time to market, augment internal capabilities, and...
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The world is experiencing a technological revolution driven by AI, machine learning, virtual reality, quantum computing and self-driving cars -- all of which...
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The world is experiencing a technological revolution driven by AI, machine learning, virtual reality, quantum computing and self-driving cars -- all of which...
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          Senior Data Scientist - Predictive Enterprise Group - Neudesic LLC - Philadelphia, PA      Cache   Translate Page      
Machine Learning Solutions:. The explosion of big data, machine learning and cloud computing power creates an opportunity to make a quantum leap forward in...
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Machine Learning Solutions:. The explosion of big data, machine learning and cloud computing power creates an opportunity to make a quantum leap forward in...
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          NSBE Intern- National Society of Black Engineers 2019 National Convention - Visa - Detroit, MI      Cache   Translate Page      
Strong research experiences and publication record in machine learning and/or data mining, advanced cryptography, systems security, blockchain and quantum...
From Visa - Wed, 09 Jan 2019 04:11:40 GMT - View all Detroit, MI jobs
          Enterprise Pursuit Manager - North East US - Pure Storage - Boston, MA      Cache   Translate Page      
The world is experiencing a technological revolution driven by AI, machine learning, virtual reality, quantum computing and self-driving cars -- all of which...
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          Sr. Security Analyst II - AbbVie - Lake County, IL      Cache   Translate Page      
Understanding of Machine Learning. Coordinate efforts among multiple business units during Response. Interpret and summarize technical information for...
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The Senior Account Executive is a high visibility role crucial to our business growth. Our team is passionate about leveraging data science and machine learning...
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          Applications Engineer IV - Building Automation Systems and Analytics - Austin, TX - Siemens - Austin, TX      Cache   Translate Page      
Interested in helping Siemens take Building Controls to the next level with Machine Learning and Artificial Intelligence?...
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Our products help business leaders and operations professionals in heavy industries better manage complex physical systems through machine learning and data...
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          Applications Engineer IV - Building Automation Systems and Analytics - Austin, TX - Siemens - Austin, TX      Cache   Translate Page      
Interested in helping Siemens take Building Controls to the next level with Machine Learning and Artificial Intelligence?...
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Our products help business leaders and operations professionals in heavy industries better manage complex physical systems through machine learning and data...
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          GyoiThon – Penetration test tool using Machine Learning      Cache   Translate Page      
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          Model & Controls Assurance Analyst - Intuit - Mountain View, CA      Cache   Translate Page      
Experience with Statistical and Machine learning Classification and Regression techniques. Help build the framework for establishing a governance function to...
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The Senior Account Executive is a high visibility role crucial to our business growth. Our team is passionate about leveraging data science and machine learning...
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          Software Development Engineer II - ADCI - BLR 14 SEZ - Bengaluru, Karnataka      Cache   Translate Page      
Hands-on expertise in many disparate technologies, typically ranging from machine learning, largescale data platforms, service oriented architecture,...
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          ASST PROFESSOR-MACHINE LEARNING,AI & DATA SCIENCE-GRAINGER INST. FOR ENGINEERING - University of Wisconsin–Madison - Madison, WI      Cache   Translate Page      
Position Vacancy ID: 96128-FA Employment Class: Faculty Working Title: Asst Professor-Machine Learning,AI & Data Science-Grainger Inst. for Engineering...
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          Machine Learning Deployment Engineer - Dell EMC - Round Rock, TX      Cache   Translate Page      
Regularly interfaces with IT Business Partner and key business stakeholders. Design blueprints for efficient production of machine learning models embedded in...
From Indeed - Thu, 17 Jan 2019 22:20:38 GMT - View all Round Rock, TX jobs
          Business Analytics Masters Intern (Summer 2019) - DELL - Round Rock, TX      Cache   Translate Page      
Life at Dell. Ability to use machine learning techniques. The business analytics intern will be working on a problem which would require detailed analytics and...
From Dell - Fri, 05 Oct 2018 11:17:11 GMT - View all Round Rock, TX jobs
          Systems Engineer (Network) - Revionics - Austin, TX      Cache   Translate Page      
To help retail businesses and everyday users solve complex pricing challenges leveraging the latest machine learning science with a completely transparent...
From Revionics - Wed, 21 Nov 2018 03:40:03 GMT - View all Austin, TX jobs
          Stagiaire ou contractuel-le en apprentissage automatique / Machine Learning Intern or Contractor - Huawei Canada - Montréal, QC      Cache   Translate Page      
Situés à Hong Kong, Shenzen, Péking, Londres, Paris, Montréal, Toronto et Edmonton, les laboratoires Noah’s Ark forment le laboratoire de recherche phare de...
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          MACHINE LEARNING ENGINEER FOR SPEECH RELATED APPLICATIONS - Huawei Canada - Montréal, QC      Cache   Translate Page      
We thank all applicants for their interest in career opportunities with Huawei. Machine Learning Engineer for Speech related Applications (6 months contract)....
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          Sr Principal Cognitive Sftwr - Explainable AI      Cache   Translate Page      
Northrop Grumman Mission Systems in Beavercreek, Ohio sector is seeking a Sr Principal Cognitive Sftwr who will be an integral part of a Research, Technology Transition and Systems development Team that performs deep learning on problems ranging from Machine Translation, Automated Speech Recognition, Speech Synthesis, Image Processing, Cyber Solutions and Remote Sensing Applications. The selected applicant will have the opportunity to advance the state of the art for the intelligence production and analysis. The applicant will also have the opportunity to perform independent research and development. Conducts research in artificial intelligence (AI)/machine learning, and prototypes advanced machine learning and deep learning techniques to stretch the capability of autonomous systems research and development programs. Defines, develops, and delivers novel mathematical and statistical modeling and algorithm development to tackle the challenges of prediction, optimization, and classification.
          Sr Principal Cognitive Sftwr - Explainable AI      Cache   Translate Page      
Northrop Grumman Mission Systems in Beavercreek, Ohio sector is seeking a Sr Principal Cognitive Sftwr who will be an integral part of a Research, Technology Transition and Systems development Team that performs deep learning on problems ranging from Machine Translation, Automated Speech Recognition, Speech Synthesis, Image Processing, Cyber Solutions and Remote Sensing Applications. The selected applicant will have the opportunity to advance the state of the art for the intelligence production and analysis. The applicant will also have the opportunity to perform independent research and development. Conducts research in artificial intelligence (AI)/machine learning, and prototypes advanced machine learning and deep learning techniques to stretch the capability of autonomous systems research and development programs. Defines, develops, and delivers novel mathematical and statistical modeling and algorithm development to tackle the challenges of prediction, optimization, and classification.
          Sr. Business Intel. Engineer - Amazon.com Services, Inc. - Seattle, WA      Cache   Translate Page      
Use machine learning, data mining and statistical techniques to create new, scalable solutions for business problems....
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          AI and Machine Learning - Mission Innovation Data Scientist - Blue Compass, LLC - Springfield, VA      Cache   Translate Page      
Experience in system activity and data modeling, information flow/transactional process analysis, internal control and risk analysis, business methods and... $120,000 - $150,000 a year
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          Principal, Science & Analytics-Consumer Credit and Risk Modeling - CoreLogic - Irving, TX      Cache   Translate Page      
Strong business acumen. Regularly interact with internal and external experts in machine learning, economics, software programming, program management, and...
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          Principal Software Engineer - Thales - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
From Thales - Fri, 16 Nov 2018 07:23:59 GMT - View all Texas jobs
          Principal Software Engineer - Thales Group - Texas      Cache   Translate Page      
Data analysis and machine learning. Extensive experience in designing/implementing and debugging software in multi-processor machine architectures....
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          Data and Analytics Technology - Data and Analytics Technology Generalist - Manager - PwC - Montréal, QC      Cache   Translate Page      
They understand business, are conversant across a number of modern data & analytics domains such as Big Data, advanced analytics, machine learning, advanced...
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          This Startup Is Creating A Real-Time Data Map Of The Global Economy. BlackRock And PayPal Are Buying It      Cache   Translate Page      
Two philosophers are using machine learning and artificial intelligence to create a real-time map of the global economy, and the world’s largest financial firms are lining up at its door.


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