Researcher

Core Data Science is a research and development team, working to improve Facebook’s products, infrastructure, and processes. We generate real-world impact through a combination of scientific rigor and methodological innovation. We are an interdisciplinary team, with expertise in computer science, statistics, machine learning, economics, political science, operations research, and sociology, among many other fields. This diversity of perspectives enriches our research and expands the scope and scale of projects we can address.

We are looking for researchers and data scientists to join the team in Tel Aviv. We work closely with various product groups throughout Facebook, bringing expertise in modeling, machine learning, statistics, statistical computing, data analysis, algorithms, and social network analysis. By applying your knowledge of such topics you will be empowered to drive impact across all manner of strategic decisions, product, infrastructure and operational use cases at Facebook.

RESPONSIBILITIES
  • Build pragmatic, scalable, and statistically rigorous solutions to mission critical inferential and decision problems by leveraging or developing state of the art statistical and machine learning methodologies on top of Facebook's unparalleled data infrastructure.
  • Apply excellent communication skills in order to develop cross-functional partnerships throughout the company and spread scientific best practices.
  • Be able to work both independently and collaboratively with other scientists, engineers, designers, UX researchers, and product managers to accomplish complex tasks that deliver demonstrable value to Facebook's community of over 2 billion users.
  • Think creatively, proactively, and futuristically to identify new opportunities within Facebook's long term roadmap for data-scientific contributions.
MINIMUM QUALIFICATIONS
  • Ph.D. degree in computer science, statistics, economics, sociology and related fields or MS degree with 4+ years of relevant experience.
  • Experience in machine learning, statistical analysis or social network analysis.
  • Experience with data analysis using tools such as R or Python, with packages such as NumPy, SciPy, pandas, scikit-learn, tidyverse (dplyr, ggplot2, etc.).
  • Ability to initiate and drive research projects to completion with minimal guidance.
  • The ability to communicate scientific work in a clear and effective manner.
PREFERRED QUALIFICATIONS
  • Experience in lower level languages such as C++, Java.
  • Experience in scalable dataset assembly / data wrangling, such as Presto, Hive or Spark.

We are seeking a sharp, hard-working and curious Deep Learning Researcher to join our fast-growing startup and help us tackle the many missions we have in front of us. 

You will be critical in helping lead Trigo through the next phase of growth where you will experience unique visibility and growth opportunities that come with joining this exciting startup. 

Our R&D operation is already growing significantly and fast.

Who are we?

We are Trigo Vision (www.trigovision.com)!

We are working hard towards enabling a cashier-less shopping experience. Imagine walking into a supermarket, picking up whatever you need and exiting peacefully without having to wait in a single line. 

Our technology streamlines retail operations, prevents shoplifting, automates inventory control, provides invaluable retail insights and presents opportunities for new levels of customer engagement within retail environments.

Making this all work requires solving many problems ranging over various algorithmic fields spanning computational geometry, machine learning, convex optimization and more. 

Thankfully we have already established a team of great people – but there are many more problems to solve.

Last year we closed a 7M$ seed round from Vertex and Hetz ventures. We have a working demo (and a real supermarket in our office) and some very interesting, international customers – along with our very own Shuferal who tagged along for the ride. Our offices (same ones with the working supermarket) are located in central Tel-Aviv. We sometimes have ice cream in the fridge.

As a DL Researcher, You Will

  • Perform end-to-end research to production workflow; we design and build our models, train them and push them into production.
  • Participate and lead cutting edge research to develop solutions for real-world problems that don’t admit an “off-the-shelf” solution.
  • Work with an extremely strong Deep Learning team.

What Experience You Need

  • Be a team player in the full sense of the word. We brain storm, solve problems together and enjoy what we do.
  • 3+ years of tackling machine learning problems of some kind.
  • Research-oriented education in machine learning/computer vision (e.g. MSc/ Ph.D.) – or equivalent industry/military experience.
  • Familiarity with at least one leading deep learning platform (MXNet, PyTorch, TF/Keras).
  • Strong programming skills with Python.

Nice to Have

  • Specific experience with employing deep learning for computer vision tasks.
  • Existing industry experience in product-oriented research.

Algorithm Researcher

Jether Energy Research

Love solving complex problems and extract insights from data? Jether Energy is looking for an Algorithm Researcher to join our team.

What you will be doing:

  • Take end-to-end ownership of research problems from idea to production
  • Build mathematical models of physical world phenomena and analyze their impact on business decisions
  • Solve complex data science problems by developing novel algorithms
  • Use and develop state of the art machine learning models and algorithms
  • Work on compute intense projects which involve large scale distributed pipelines 
  • Work in a dynamic and diverse environment involving multiple disciplines and domains
  • Engage directly with data scientists and engineers’ teams to co-develop solutions for a variety of tasks and projects using different tools and techniques

What we need you to have:

  • MSc or a PhD in EE/CS/math/Physics/Stats
  • Solid data science research experience of at least 3 years in a data-intensive field (machine learning, NLP, computer vision, signal processing or related)- an advantage
  • Deep understanding of at least one of the following domains: machine learning, statistics, information theory, probability, optimization, or signal processing
  • Strong knowledge in programming (python, java)  
  • Track record of excellence
  • Good communication and interpersonal skills
  • Ability to work independently and in a team in a fast-paced environment

A can-do approach with a desire to tackle complex problems

Are you a Computer Vision and Deep Learning expert with a passion for tackling hard research problems and publishing their innovative solutions at top quality conferences? Are you a visionary that loves to come up with bright new ideas, search and lead them all the way to successful academic and business results? If this describes you, then the AI Multimedia department at the IBM Haifa Research Labs is the right place for you.

Our AI Multimedia team focuses on Artificial Intelligence that specializes in deep learning, computer vision, augmented reality, video analytics and 3D vision to innovate and grow new Research AI assets.
Join us to become an AI Researcher – to be given the freedom to create and embrace cutting edge AI challenges, publish papers in top-tier academic conferences and journals, while helping transforming and solving customer's technological, business and functional requirements.

Major responsibilities
Research, design, implement and evaluate novel computer vision and deep learning algorithms
Collaborate with research groups spread all over the world expanding IBM’s global research assets
Work closely with software engineering teams to drive scalable, real-time implementations
Author and present outstanding research academic publications in top academic venues.

Position location: Tel Aviv or Haifa site.

Introduction:

Required Technical and Professional Expertise

MSc or PhD in the field of Computer Vision, Machine learning or related domains
knowledge of and experience in state-of-the-art computer vision and machine learning and deep learning technologies
experience in understanding and implementing computer vision algorithms using open-source and self-developed code

Preferred Technical and Professional Experience

Publications at top quality peer-reviewed conferences or journals (e.g. CVPR, NIPS, AAAI, ICCV, ECCV)
Proven track record of innovation in creating novel algorithms and advancing the state of the art
Experience working with major Deep Learning platforms (e.g. TensorFlow, Keras, PyTorch)

Researcher Student

Microsoft

Research Intern – Microsoft’s Machine Learning Recommendations Team

The recommendation team in Israel is a fast growing team responsible for designing and building recommendations algorithms for a wide array of Microsoft products such as Xbox Games, Movies, Music, Microsoft Store, and much more. We develop cutting edge machine learning algorithms that serve hundreds of millions of users around the globe. Our team is looking for research interns to join one of the best machine learning group in Israel.

Responsibilities include: Working with world class machine learning researchers and data scientists. Help developing real-world machine learning algorithms serving millions of users worldwide. Developing recommender systems for Microsoft Store, Xbox games and movies. Working with big data. Statistical analysis of data. Extracting insights from data. Data manipulations (filtering, data transformations, etc.). Writing and publish academic papers in top tier machine learning and data mining conferences.

Qualified candidates meet the following requirements:

  • MS/PhD student preferably in the fields of machine / deep learning with applications for Recommender Systems / Natural Language Processing / Speech and Audio Analysis / Computer Vision or related.
  • Hands on experience working with large data sets.
  • Good knowledge of machine learning algorithms and techniques.
  • Good knowledge of statistics.
  • Excellent coding skills. Familiarity with Pytorch / Tensorflow is a plus.
  • Ability to work at least 3 days a week (ability to work full time is a BIG plus).
  • Team player and enthusiastic.

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, sex, sexual orientation, gender identity or expression, religion, national origin or ancestry, age, disability, marital status, pregnancy, protected veteran status, protected genetic information, political affiliation, or any other characteristics protected by local laws, regulations, or ordinances.

We greatly encourage and welcome qualified candidates who happen to have disabilities to apply for jobs in our company

All Intern positions will be required to pass the Microsoft background check upon hire

Artificial Intelligence is playing an increasing role in sales organizations of all sizes. Enterprises communicate with customers over phone, on email, in chats. Salespeople rely on AI to analyze the growing data and provide actionable insights. For example: which deal could be at risk? what challenges my competition? Which email is more important to read first? What do I need to know before my meeting? And many other scenarios that we can’t yet make public!

Dynamics for Sales is a huge and healthy business already, and we are building a big team which centralizes its AI capabilities, and take them to the next level. We analyze a variety of data types: text, speech (voice), structured data; we build models which give actionable and timely insights; and work on advanced personalization and customization to empower sales people to excel.

 

Work and Responsibilities

As a scientist you will be a member in a team of scientists. You will:

  • Work on machine learning models in one or more of the following areas: natural language processing, personalization and recommendations, models on structured data, time series analysis.
  • Develop new methods and use existing methods to create useful product features.
  • Engage with product managers and with customers, to thoroughly understand business problems and design AI solutions accordingly.
  • Collaborate with researchers and practitioners around the company.
  • Represent the team in external and internal forums.

We provide the scientist with top-notch opportunities to work, grow, learn, as well as engage in academic activities such as publications and conferences, patenting, giving talks, traveling to customers and collaborators.

Qualifications

  • PhD/MSc in computer science, electrical engineering, information systems, mathematics or physics, with 1+ year of meaningful experience.
  • Interest in product, customers, the business behind the product and how they influence the algorithm.
  • Passion to solve problems in the field of large-scale data analytics.
  • Ability to balance creativity and execution.
  • Ability to code in high level languages (e.g., C#, Java), as well as scripting (e.g., SQL, Python).
  • Experience in AI projects that reached maturity – a strong plus.
  • Team player, communicative, highly motivated, innovation-oriented, can-do attitude.

Our algorithmic research team is looking for a strong RL & random process researcher, with a passion for modeling, creative problem-solving, and excellence.

In this role, you will be exploring exciting research avenues in healthcare, with emphasis on a patient’s medical journey.
You will be building game-changing medical solutions, lead complicated projects and make a significant impact on people’s health.

You must have proven experience in researching and developing machine learning algorithms and good interpersonal skills.

Important attributes

  • M.Sc./PhD in data-science or related fields.
  • A positive attitude, willingness to learn and teach, and the ability to lead by example.
  • 3+ years of experience as a data scientist / algorithms research and development.
  • Strong problem-solving skills.

Bonus points for

  • Good familiarity with Deep Learning.
  • Math background.
  • Strong programming skills.
  • Experience with PyTorch.
  • Passion for medicine, health, wellbeing, and the desire to make a positive impact.

About Us

K Health is transforming the world of medicine as we know it and it will touch many people's lives. At K Health – doctors, mathematicians, data scientists, data architects, and engineers work together to create a complex, challenging, consumer-facing product and we need smart, forward-thinking people to take us to the next step.

Our algorithmic research team is looking for a strong DL researcher, with a passion for modeling, creative problem-solving, and excellence.

In this role, you will be exploring exciting research avenues in the intersection of DL and healthcare.
You will be building game-changing medical solutions, lead complicated projects and make a significant impact on people’s health.

You must have proven experience in researching and developing machine learning algorithms and good interpersonal skills.

Important attributes

  • M.Sc./PhD in machine learning / data-science or related fields.
  • A positive attitude, willingness to learn and teach, and the ability to lead by example.
  • 3+ years of experience as a data scientist / algorithms developer.
  • Strong problem-solving skills.

Bonus points for

  • Math background.
  • Strong programming skills.
  • Experience with PyTorch.
  • Passion for medicine, health, wellbeing, and the desire to make a positive impact.

About Us

K Health is transforming the world of medicine as we know it and it will touch many people's lives. At K Health – doctors, mathematicians, data scientists, data architects, and engineers work together to create a complex, challenging, consumer-facing product and we need smart, forward-thinking people to take us to the next step.

Elbit Systems Aerospace develop state of the art systems for aircraft and integrates various AI capabilities in them.

Join us, our AI team is looking for a driven, open-minded and experienced researcher, to develop the newest technologies in a broad spectrum of projects, from autonomous machines to smart displays.

Qualifications

  • MSc/PhD in Computer science/ Software engineering/ Electrical engineering/ Statistics
  • Academic experience and deep knowledge of ML and DL theory
  • Self improving and driven personality
  • High learning skills
  • Capability to handle complex and advanced problems, including problem definition
  • Understanding of optimization techniques.
  • Experience in Python and C++

We are looking for an Algorithm Developer to join our efforts. As an Algorithm Developer you will work tightly with the CTO to invent new approaches and technologies.

You will develop algorithms in the following areas:

  • Super high resolution beamforming schemes
  • Audio DSP
  • Acoustical array calibration
  • Acoustic propagation simulation

Qualifications

  • M.Sc / PhD in CS, EE, or similar
  • Mathematical skills – Linear Algebra, DSP and statistical analysis
  • Experience with data acquisition, analysis, and statistical methods
  • 2+ years of experience with algorithms development in Python, Matlab, R or similar.
  • Familiarity with C or C++
  • AI ,  Machine Learning – advantage

Working with InSoundz

The group handles multidisciplinary tasks starting from real time processing, algorithms development and all the way to providing backend infrastructure for integration with the customer. Each R&D team member is responsible for inventing, building, implementing and supporting InSoundz products for a diverse set of customers.

Our vision is to build innovative products that inspire and enable our customers to bring content never heard before.

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