Papers

Data Scientist

Clalit Innovation

Clalit Innovation is a world-leading center for Innovation and research in healthcare. Leveraging one of the world's largest and most diverse medical databases, our team provides tools and insight that change lives.

We are looking for experienced data scientists who are able to take on challenges in diverse machine learning and statistical domains with numerous unknowns; challenges that when solved will impact millions of people on the most personal level.

Our ideal candidate is a quick learner, can implement high quality solutions, curious about medical research, and can conduct rapid prototyping for end-user applications. This candidate should be able to serve as an active team member and enjoy interacting with professionals from diverse backgrounds.

We have several open positions, depending on experience. So , if this sounds like you- come join our team!

Qualifications:

  • BSc or above with academic excellence in CS, statistics, physics, or other relevant field
  • 2+ years of experience in applied machine learning or applied statistics
  • Strong coding capabilities
  • Ability to work both independently and in a team
  • Ability to independently acquire in-depth expertise in new, complex mathematical tools
  • Background in healthcare or life sciences – Advantage
  • Experience with Python, R and SQL – Advantage

 

 

At Pragma we are building a world class technology team, with the mission of providing communication superpowers to sales and customer teams that want to radically improve their business performance.

We're working on state-of-the-art text generation and question answering to help improve business communication.

Our team is made up of experienced innovators and successful serial entrepreneurs that work together to break boundaries and deliver outstanding products that customers love.

About this role:

The NLP Researcher will work closely with our CTO on our core language understanding and generation technologies, powering the next generation of assistive features for business professionals.

Responsibilities:

  • Conceptualize and develop innovative NLP applications as well as continually improve existing NLP applications
  • Modifying and optimizing Pragma's current NLP models
  • Prototype, build, and deploy new models to serve as the core of new product features
  • Staying up to date with the latest research trends that could improve Pragma's product

Requirements:

  • Masters degree or Ph.D. in Computer Science or a Machine Learning related degree; or equivalent work experience in the field
  • 2+ years NLP applied research experience, preferably experience applying NLP research to real-world problems in the industry
  • 2+ years of experience building production NLP models, and deploying them to solve inference challenges at scale
  • Experience with ML Ops, continuous integration and deployment (CI/CD) frameworks. (Advantage)

About you:

  • Passionate and curious by nature, and interested in pushing the boundaries of what's possible
  • You love problem solving, on your own, and with others
  • You engage in dialogue, not debates
  • Share your mistakes as teachable moments
  • Self-motivated and independent learner

Medical data analyst

Tel Aviv University

The department of Bio-Medical engineering in Tel-Aviv University is seeking a data analyst to work on several data-science projects with students and with medical institutes. The new member of our team would participate in several research projects to push the state of the art in healthcare and the state of the art in machine learning.

Requirements:

  • 3 years programming experience in Python or R
  • Experience working with databases (SQL)
  • Great interpersonal skills
  • Great problem-solving skills
  • Self learning and self motivated
  • Advantage: experience working with healthcare related data

Additional Skills:

A candidate with Ph.D. in Computer Science or Engineering with 5 years of more experience in machine learning will be able to take additional roles in leading research projects and teaching ML and DL classes.

The department of Computer Science and Applied Mathematics @ Weizmann Institute of Science is looking for a doctoral candidate to join an innovative voice and language processing project.
Minimum qualifications:
  • MSc degree in the domains of Computer Science, Electrical Engineering, or Signal Processing.
  • 2 years of programming experience in Python.
  • Experience in Machine Learning programming.
  • Self-learning skills.
  • Great interpersonal skills and a team player.
Preferred qualifications:
  • Experience in Agile software development methodologies.
  • Language or voice processing with Machine Learning techniques and tools.

 

Algorithm developer

Weizmann Institute of Science

New open position in David Harel's lab, WIS

The department of Computer Science and Applied Mathematics @ Weizmann Institute of Science is looking for

An algorithm developer to join an innovative, groundbreaking project of speech and language processing;

Minimum qualifications:

  • Bachelor's degree in Computer Science.
  • 2 years of programming experience in Python.
  • Experience in Machine Learning programming.
  • Self-learning skills.
  • Great interpersonal skills and a team player.

Preferred qualifications:

  • Experience in Agile software development methodologies.
  • Language or voice processing with Machine Learning techniques and tools.

Spot by NetApp is one of the largest and most advanced companies for cloud workload automation. We aim to improve performance, reduce complexity and compute infrastructure costs. As a significant participant in the cloud optimization field, Spot by NetApp faces many challenges. Our research team provides solutions for core problems handling large amounts of data from thousands of customers. We work closely with the product teams to bring state-of-the-art technology to production.

What you’ll do:

  • Devise data-driven models for cloud-related topics, e.g., work-load allocation, SecOps, FinOps
  • Discover the latest architectures, and become an expert on the related literature
  • Work with our product team to design a solution that meets the needs of our customers 
  • Work closely with the R&D team to scale our solutions with the latest MLOps technologies

Required skills and experience:

  • Studying towards MSc, or Ph.D. degree in CS, EE, or a related field 
  • Proven experience in the field of machine learning and deep learning
  • Strong coding skills in Python
  • Knowledge of DS libraries  (e.g., Pandas, scikit-learn) 
  • Excellent analytical skills

Preferred skills:

  • Publication record in machine learning or related conferences (e.g., NIPS, ICML, ICLR, CVPR, ICCV, ECCV, ICASSP, AAAI, WACV, ACL, NAACL, EMNLP, and others)
  • Experience with frameworks for deep learning (e.g., Pytorch)
  • Theoretical knowledge in the field of time-series prediction 
  • Familiarity with cloud services (e.g., AWS)

AI Research Intern Position – Microsoft’s AI Research Team

The Microsoft’s AI Research team in Israel is a fast-growing team responsible for designing and building machine / deep learning algorithms for a wide array of Microsoft products such as Microsoft Dynamics365, Xbox Games, Movies, Music, Windows Store, and much more. We develop cutting edge machine / deep learning algorithms that serve millions of users around the globe. Our team is looking for research interns to join one of the best machine learning groups in the country.

Responsibilities:

  • Working with world class machine learning researchers and data scientists.
  • Developing real-world machine learning algorithms in the domains of computer vision, natural language processing, recommender systems, and more.
  • Increasing productivity of ongoing research projects and help to productize them.
  • Working with big data.
  • Statistical analysis of data.
  • Extracting insights from data.
  • Publishing research papers in top-tier machine learning venues.
  • Issuing patents.

Minimum Qualifications:

  • Ph.D. / M.Sc. student pursuing research on machine / deep learning with applications for computer vision / natural language processing.
  • B.Sc. GPA of 90+.
  • Ability to work at least 3 days a week.
  • Hands on experience in development of deep / machine learning algorithms in PyTorch / TensorFlow for computer vision / natural language processing applications.
  • Independent, committed to deliver results and make an impact.

Preferred Qualifications:

  • B.Sc. GPA of 95+.
  • Relevant publications in top-tier machine learning / vision / NLP / data mining conferences.
  • Hands on experience with big data processing.
  • Experience in building industrial machine / deep learning systems.

Deep Learning Research Student

Foundations of Deep Learning Lab, Tel Aviv University

TL;DR:

The Foundations of Deep Learning Lab at Tel Aviv University's School of Computer Science is looking for excellent research students to help develop a mathematical theory behind deep learning.

About us:

Deep learning is experiencing unprecedented success in recent years, delivering state of the art performance in a multitude of application domains.  However, despite its extreme popularity and the vast attention it is receiving, our formal understanding of deep learning is limited.  Its application in practice is based primarily on conventional wisdom, trial-and-error, and intuition, often leading to suboptimal results (compromising not only effectiveness, but also safety, privacy and/or fairness).

The Foundations of Deep Learning Lab at Tel Aviv University's School of Computer Science is developing a mathematical theory behind deep learning, with the aim of shedding light on existing empirical findings, and more importantly, leading to principled methods that bring forth improved performance and new capabilities.  The lab is headed by Dr. Nadav Cohen, and regularly publishes in top tier machine learning venues (e.g. NeurIPS, ICML, ICLR).  Its research is highly mathematical, but also includes extensive empirical evaluations that support theory.  For more information please visit: https://www.cohennadav.com/.

We are looking for:

You, an excellent mathematically inclined research student, to join us, and help crack open the black box of deep learning.  Typical entry to the lab is at MSc level, with the option of pursuing a subsequent PhD if there is mutual interest.  Entry at PhD level is also possible, but only in exceptional cases.  If interested in applying, please verify that you meet the criteria below, and if so, include in your application CV and grade transcripts.

Prospective MSc students:

Requirements

* BSc from a well-known university, with GPA of at least 95.0/100 (or equivalent), in one of the following disciplines: (i) Mathematics; (ii) Mathematics & Computer Science; (iii) Mathematics & Electrical Engineering; or (iv) Mathematics & Physics.

* Successful completion of introductory course in machine learning (Tel Aviv University's course #0368323501 or equivalent)

* Solid Python programming skills

* Willingness and ability to devote full-time to research

* High degree of independence, work ethic and creativity

Advantage

* Experience with deep learning frameworks (e.g. PyTorch or TensorFlow)

* Professional (industry) experience in machine learning

Prospective PhD students:

In addition to the requirements above, applicants interested in joining at PhD level are expected to meet at least one of the following:

* Proven track record in machine learning research (with publication in top-tier venues)

* Advanced coursework and research in either of the following: Statistics, Optimization, Dynamical Systems, Numerical Analysis, Quantum Physics or Quantum Computing.

Data Scientist

way2vat

We are seeking a researcher for a key position in our data science and algorithms team, with a significant opportunity to drive the next-generation technology of our company. Activities include rapid prototyping of solutions to data-driven problems using the most advanced deep learning techniques in both the domains of images and text and transferring the work to our live cloud-compute system. We have a direct-to-deploy mindset and the CI backend to support it and also publish articles and patents. Join our fast-paced team, including established research scientists, to build the next revolution in computational document processing.

Requirements

  • B.sc. in Computer Science, Math, related fields, or relevant coursework – Must.
  • A least 2 years of experience in a similar role – Must.
  • Programming: Python – Must, C++ – nice to have.
  • Experience with Deep Learning, NLP, or Computer Vision – Must.
  •  Linux fluency (scripting, command line), containerized deployment, AWS – preferred.
  • Experience with collaborative coding, source control techniques, software project management – required. Git, CI/CD – preferred.
  • Datastore and management: SQL – nice to have.

This is us

Artlist is a leading Creative Technology company for video creators. With original, high-quality music, SFX and footage, Artlist is helping creators produce quality content worldwide.

Since being founded in 2016, Artlist has managed to revolutionize the Filmmaking industry by offering subscription-based products with a license that covers every video project from personal use to commercials with high quality curated content

Today, Artlist is the go-to licensing provider for content creators in over 160 countries.

Our company continues to grow in search of new solutions that will simplify the workflow of filmmakers and creators, so they can focus on creating quality content.

We are looking for a Senior Data Scientist to join our data science team in Tel Aviv.

As a data scientist you’ll define, research, develop and deploy models – impacting artists and creators all over the world!

Working with us means training your model on diverse data created by the top filmmaker and musicians worldwide (you’ll love it!)

Wake up for this:

  • Understand the business and product needs and transform them into successful scientific and production ready solutions.
  • Build cutting edge models and data pipelines to develop valuable features for our users like:
  • Recommendation systems empowering creators all over the world.
  • Optimizing user journeys on our platform.
  • Analyzing top quality labelled data.
  • Creative algorithms to empower our creators.
  • Write production grade code, served to our user audience.
  • Guide junior DS and be a source of knowledge.

Requirements:

  • Minimum of 5 years of hand-on data science, at least 3 years in the industry.
  • Extensive knowledge of ML disciplines and algorithms in various fields.
  • Expertise in one of the fields – CV, audio, recommendations .
  • Excellent programming skills in python, knowledge in SQL.
  • Software engineering background – Plus.
  • Passionate about music & art – Plus.
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