Machine learning

Data Scientist

retrain.ai

About our company

By 2025, we want to provide 10,000,000+ people, working for the world's leading organizations, with cutting-edge skills and create a nimble workforce ready to compete in the 21st century. We at Retrain.ai, see a world where people can work alongside machines, and not be displaced by them, where automation and AI help create and identify the jobs of the future.

What role are we seeking?

Data Scientist

Description

Our team is looking for a brilliant and experienced data scientist to join our top talent team of and data scientists and leverage skills such as word embedding, language modeling , knowledge-based understanding, entity extraction and graph representations to the edge, by using state of the art NLP methods to integrate diverse data sources, and ambitiously generating the world’s first multi-dimensional people-skills-jobs taxonomy. Lead and conduct research and production-grade implementation of novel technologies working alongside a multi-disciplinary team of software engineers and product specialists, Ph.D. and M.Sc. backgrounds, and many years of domain experience.

Requirements

  • At least MSc in Computer Science or equivalent
  • At least three years of experience as a researcher
  • Experience in state of the art NLP approaches
  • Knowledge of a variety of machine learning techniques.
  • Full working Proficiency with open source ML frameworks such as TensorFlow or PyTorch
  • Python Master with a hands-on attitude
  • Experience working with and creating data architectures in a cloud environment
  • Excellent written and verbal communication skills for coordinating across teams.
  • Good interpersonal, strong problem solving & logical reasoning skills with an emphasis on product development
  • A drive to learn and master new technologies and techniques

DataGen is seeking a Machine Learning Engineer to develop and expand our algorithmic capabilities and infrastructure. This is the perfect opportunity for a developer with strong software experience who is looking for an opportunity to learn more about algorithms, deep learning, machine learning, and more. This role will be a core part of our growing Algorithms Team.

In this role, you will:

  • Train deep learning models for various tasks (object detection, semantic segmentation, etc.) using synthetic and real data
  • Write reports and presentations that show how synthetic data enables us to improve standard Deep Learning benchmarks
  • Leverage our synthetic data generators to optimize those models performance, and even get to state-of-the-art results
  • Take an impact-driven approach to leverage technology to solve business problems

For this role, you must have:

  • 3+ in of experience in Software or DevOps roles (no ML experience required)
  • Strong proficiency with Python, Linux, Docker
  • Basic abilities working with the Cloud, particularly AWS
  • Foundational knowledge of Deep Learning (for instance, completion of an online course or relevant academic work)
    • Even better if you already have some ability to code with a deep learning framework (e.g. Pytorch, Tensorflow, Fastai, Keras, etc.)
    • Even better if you have already some experience integrating with ML experiment tracking tools (e.g. ML Flow, Neptune.ai, Weights & Biases, etc.)

Join our top-notch Computer Vision AI Algorithm group at Pixellot and help us revolutionize sports production.

Pixellot’s automated sports production solutions revolutionize traditional video capture, production and distribution processes, enabling professional and amateur sports organizations to affordably cover and monetize their events.

As part of the AI algo group you will have an impact over the company's activity and success. You will take part in Computer Vision and Machine Learning development for Pixellot’s products: detection, recognition, and real-time automatic production with an unmanned camera system.

Are you passionate about real-world AI solutions, a team player and have great coding skills? Join our all-stars team!

As part of your role you will:

  •  Research and develop state-of-the-art Computer Vision and Deep Learning based algorithms to be integrated into Pixellot's products. This includes academic-style research and design in Python.
  • End product platform implementation (C++), while considering constraints such as computation resources, response time, memory consumption, etc.
  • Work and cooperation with All-star teammates across our R&D group.

You should bring with you:

  •    M.Sc / PhD student (relevant fields: Electrical engineering/ Computer Science / equivalent). GPA 85+
  •    Proven experience in deep learning and machine learning research and development for computer vision tasks
  •    Excellent programming skills
  •   Proficiency in python and deep learning tools (e.g. keras / tf /pytorch)
  •  Strong independent work and self-learning abilities.
  •   Available for at least 3 working days a week.

Advantage:

  •  Excellent C++ programming skills (or equivalent OOP) – Big Advantage
  • Experience In OpenCV
  • Experience with video and real-time algorithmic development
  • GPU computing (e.g., OpenCV), with parallel considerations

Anthem Israel is looking for a Director of AI, focused on large-scale and high-precision medical projects to lead a research team.

We're a small, very well-funded group, with unique access to enormous amounts of health data and patients, and a mission to change how this data is used by businesses and consumers. If you've ever wanted to utilize your computing wizardry to make the world a better place, this is a once-in-a-lifetime opportunity to make a historic impact on society.

WHAT YOU WILL DO

  • Work on the product and program management side, and have a big influence on the success of the Israeli innovation center of a global company.
  • Build, manage, and mentor a team of 4-6 top talent Data Scientists, setting and maintaining high standards of execution within the team.
  • Explore Data – Understand and identify preliminary signals in the data prior to deep processing. Quickly analyze the dataset to assess its usefulness for machine learning.
  • Prototype Models ­ Develop features, uncover patterns, and build models.
  • Explore Techniques – From simple regressions to neural networks, we use a variety of techniques. You'll have the freedom to explore multiple methods to squeeze insights out of data.
  • Productize Models ­ A pattern is good, but a prescriptive solution is better. Build products that help our customers get the most out of their data and workflows.
  • Help evaluate startups in Israeli ecosystem, researching their field of expertise and assessing their fit for Anthem, and leading technical due diligence with Israeli ecosystem partners and startups

ABOUT YOU

  • Can-do attitude, a problem solver, and a team player as well as a team leader.
  • Experience in building and managing a team of Data Scientists, Data Engineers, Data Analysts.
  • Advanced degree (PhD/MSc) in exact sciences / engineering such as: Computer Science, Physics, Mathematics, or Statistics, bioinformatic, economy, industrial engineering, etc.
  • 5+years' experience working in startups and/or technology field.
  • Strong experience in Statistics, DS and ML practices and technologies, specifically in big data environments.
  • Knowledge and experience with statistical Natural Language Processing (NLP) methods and technologies is preferred.
  • Advanced knowledge of machine learning methods and statistical principles, including experience in Anomaly Detection.
  • Excellent knowledge and development experience of common AI/ DS / ML frameworks and packages (Tensorflow, PyTorch, Keras, PyTorch, scikit-learn, SpaCy. etc.).
  • Experience and a comfort level with programming. You can read and write code in Python; C++ or Matlab.

This is an exceptional opportunity to do innovative at one of America's leading health benefits companies and a Fortune 50 company.

Anthem Israel is looking for a Director of Clinical Data Science, focused on large-scale and high-precision medical projects to lead a research team.

We're a small, very well-funded group, with unique access to enormous amounts of health data and patients, and a mission to change how this data is used by businesses and consumers. If you've ever wanted to utilize your computing wizardry to make the world a better place, this is a once-in-a-lifetime opportunity to make a historic impact on society.

What will you do:

  • This position offers you the opportunity to craft AI approaches to solving particular medical problems, with the goal of improving and inventing new & effective clinical workflow.
  • You will build, manage and mentor a team of 4-6 Data Scientists, setting and maintaining high standards of execution within the team.
  • Construct and curate large problem-specific datasets.
  • Design and implement AI and ML techniques aimed at solving specific problems.
  • Lead the development of production software that utilizes AI and ML methods and technology to implement digital care products and services.
  • This position requires you to keep up with the latest AI research and collaborate with diverse teams (internal and external), including AI researchers, clinical and research physicians, medical imaging researchers and software architects.
  • Generate high-quality patents and top tier technical/clinical publications, and transfer technology into products.
  • Help evaluate startups in the Israeli ecosystem, researching their field of expertise and assessing their fit for Anthem, and lead technical due diligence with Israeli ecosystem partners and startups.

What you need to succeed in this role:

  • Can-do attitude. You must be a problem-solver, a team-player and a team leader.
  • Experience building and managing a team of Data Scientists, Data Engineers and Data Analysts.
  • 5+ years' experience working in startups and/or technology field.
  • A PhD or MSc/MA in Biostatistics / Bioinformatics / Biomedical Engineering or a related field with strong hands-on software development / programming experience.
  • 5+ years of relevant work experience in AI / ML medical projects, medical imaging or statistical learning.
  • A track record of research (publication) excellence and/or significant product development.
  • Excellent knowledge and development experience of common AI / ML frameworks and packages (Tensorflow, PyTorch, Keras, PyTorch, scikit-learn, SpaCy. etc.).
  • Excellent rapid prototyping skills with medical applications using Python; C++, Matlab.
  • Prior experience working with physicians to identify (novel) important problems and assessing possible deep learning solutions is a plus.
  • Good understanding and experience of ML modeling lifecycle and pipelines, including data preparation, data wrangling, ML model development, model training, model performance measurement and tuning.
  • Knowledge and experience with statistical Natural Language Processing (NLP) methods and technologies is desired. Experience with models such as Support Vector Machines (SVM), Convolutional Neural Networks (CNNs), Long Short Term Memory (LSTM), etc.
  • Understanding of software engineering principles and methods, agile software development methodologies and modern development processes.
  • Savvy learner, avid listener, articulate communicator and presenter
  • Excellent English (written + communication skills)
  • Ability to work in a fast-paced environment

This is an exceptional opportunity to do innovative work that means more to you and those we serve at one of America's leading health benefits companies and a Fortune Top 50 Company.

If you find yourself a good fit, please send us your CV at AnthemIL@anthem.com

Are you passionate about real-world AI solutions, innovative and have great coding skills? Join our top-notch Computer Vision AI Algorithm experts at Pixellot and help us revolutionize sports production.

Pixellot’s automated sports production solutions revolutionize traditional video capture, production and distribution processes, enabling professional and amateur sports organizations to affordably cover and monetize their events.

As an AI algorithm expert you will have a significant impact over the company's activity and success. You will take part in Deep Learning and Computer Vision research for developing Pixellot’s products: detection, recognition, and real-time automatic production with an unmanned camera system. .

As part of your role you will:

  • Research and develop state-of-the-art Computer Vision and Deep Learning based algorithms to be integrated into Pixellot's products. This includes academic-style research and design in Python.
  • End product platform implementation (C++), while considering constraints such as computation resources, response time, memory consumption, etc.
  • Work and cooperation with All-star teammates across our R&D group.

You should bring with you:

  • Impressive M.Sc/Ph.D. degree from prominent academic institute (Technion, TAU, BGU, BIU). Relevant degrees: Electrical engineering/ Computer Science / Applied mathematics/ Applied Physics / Bio-Medical engineering – Mandatory
  • Proven experience in computer vision and deep learning algorithmic development – Mandatory
  • At least 4 years’ experience in computer vision algorithms development – Mandatory
  • Eexperience in computer vision / machine learning research – Mandatory
  • Excellent C++ programming skills (or equivalent OOP) – Advantage
  • Experience In OpenCV – Advantage
  • Experience with video and real-time algorithmic development – Advantage
  • GPU computing (e.g., OpenCV), with parallel considerations – Advantage

Novocure provides cancer patients with a novel treatment for aggressive cancers using Tumor Treating electric Fields (TTFields). We are developing a novel software platform for TTFields treatment planning. This software is being integrated into hospitals and clinics around the world, and will become a key element of TTFields therapy. We are looking for an algorithm engineer to develop and implement novel algorithms at the core of this system. This includes development of new features and improving existing algorithms.

Responsibilities for this position

  • Revise and improve current algorithms based on system requirements
  • Develop, implement and evaluate algorithms for new features.
  • Collaborate with physicists and software and algorithm engineers to integrate the core algorithms within the software platform.

Write documents and prepare presentations necessary for patents, regulatory submissions, academic conferences and other scientific publications

Requirements for this position:

  • Qualifications:

BSc/MSc in computer science or biomedical/electrical/computer engineering.

  • Knowledge:
  • 2-4 years of experience in industry or academia in the field of image processing.
  • Proficient in implementing computer vision and image processing algorithms.
  • Team player capable working in a multi-disciplinary environment involving software engineers, physicists, algorithm engineers and physicians.
  • The following skills provide an advantage:
    • High level of proficiency in Python or C++
    • Experience with machine learning algorithms or deep learning
    • Experience with medical image processing
    • Experience with computational geometry / computer graphics

General Motors Israel (Herzliya) takes a significant part in shaping the autonomous vehicle. We shape the face of the future vehicles in diverse fields by developing cutting edge technologies.

The Cognitive Car Group is developing the "brain" of fully autonomous vehicles through advanced AI capabilities and leading the development of artificial intelligence (AI) for autonomous driving in GM worldwide.

We are looking for an AI applied researcher who will develop a highly capable autonomously driving agent, from inception to a fully working prototype, that is aimed to be productionized and integrated into GM’s vehicles all over the world. Among your responsibilities:

  • You will Research and develop state of the art machine-learning and planning algorithms for autonomous vehicles
  • Keep track of latest state-of the- art machine-learning research and adopt where relevant
  • Write efficient code (python) that can run both on the vehicles and on our servers at scale
  • Interact with simulations, designing experiments and drawing conclusions to gain deep understanding of real-world problems and the best possible way to solve them

What are we looking for?

  • M.Sc./ P.hd. in Computer Science / Electrical Engineering / Mathematics / Physics
  • Over 5 years of industry software development experience in at least one object-oriented language (such as C++/Java/C#) and at least one scripting language (such as Python/MATLAB)
  • Strong theoretical background in AI/Machine Learning/Statistics
  • Proven ability to perform research and implement methodologies
  • Excellent problem-solving skills.
  • Passion for learning new technologies

 It’s an advantage if you have:

  • Experience (academic or industry) in Robotics, Machine Learning, Reinforcement Learning, Planning, Decision Making, Neural Networks / Deep Learning, Foundations of Optimization.
  • Familiarity with deep learning frameworks (TensorFlow, PyTorch, etc.)
  • Experience in writing industry-level code in production systems.

Cognata is at the forefront of the explosive growth of the autonomous vehicle industry – fusing Deep Neural Networks, Big Data algorithms and 3D simulation/mapping to succeed in a massive undertaking – supporting the full product life cycle of developing Autonomous Vehicles, to be rolled out in the real world, after being rigorously tested in billions of miles of simulated driving.

Cognata is looking for a data scientist for the Algorithm team. In this role you will be responsible for building cutting edge machine learning products, acquiring and analyzing big data sets, and creating actionable models and predictions.

Responsibilities

  • Identify valuable data sources and automate collection processes
  • Undertake preprocessing of structured and unstructured data
  • Cleaning the data, estimating and minimizing noise
  • Build predictive models and cutting edge machine-learning algorithms
  • Present information using data visualization techniques
  • Develop:
    • Deep neural network based classifiers
    • Generative model, e.g, GANs, Image-to-Image translation
    • Reinforcement learning based networks design
  • Collaborate with other engineering groups

Qualifications

  • B.Sc in Mathematics, Physics, Computer science or equivalent
  • Strong background in mathematics specifically statistics
  • Proven knowledge of applied machine learning architectures
  • Experience of at least 3 years with Python, Matlab
  • Proficiency with a deep learning framework advantage PyTorch
  • Advantage experience with Computer Vision development
  • Familiarity with Linux
  • Source Control: git
  • Proven Problem-solving skills and aptitude
  • Thorough
  • Excellent communication and presentation skills
  • Team Player & willing to learn

Cognata is at the forefront of the explosive growth of the autonomous vehicle industry – fusing Deep Neural Networks, Big Data algorithms and 3D simulation/mapping to succeed in a massive undertaking – supporting the full product life cycle of developing Autonomous Vehicles, to be rolled out in the real world, after being rigorously tested in billions of miles of simulated driving.

We’re looking for a highly talented and experienced Machine Learning algorithm engineer.

In this role, you will design, build cutting edge machine learning modules. All this while maintaining and contributing to our strong start-up can-do culture.

Responsibilities

  • Develop:
    • Deep neural network based classifiers
    • Generative models based networks (GAN)
    • Reinforcement learning based networks design
  • Geometric transformations and physical estimators

Qualifications

Languages:

  • Required: C++, Java/C#, Python
  • Advantage: LUA, Matlab
  • OS: Linux (Preferred)
  • Education: Bs.C, Ms.C or Ph.D in Physics, Math or Computer science

Experience:

  • At least 3 years of experience with machine learning algorithms
  • Deep Learning framework knowledge is required
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