Descrição
GM Israel (Herzliya) takes a significant part in introducing sophisticated software features into car in many domains like connected cars, advanced camera technologies and research. We shape the face of the future vehicles in diverse fields by developing cutting edge technologies that define how drivers experience safety, awareness, and confidence on the road.
GM is committed to Zero Emission, Zero Crashes and Zero Congestion vision.
About the Group:
General Motors Research Labs is an applied research center focusing on creating and evaluating innovations for future vehicles. Our researchers conduct independent technical work, while initiating and leading collaborative projects with colleagues at academia and industry globally.
As a member of General Motors Research Labs, the Controls and Learning systems group offers exciting opportunities for motivated researchers with outstanding capabilities to conduct research in applied AI and Controls for developing cutting edge, world changing technologies for GM’s future vehicles. The focus of this position will be to maximize contributions to the whole organization.
About the Role:
In this Staff Researcher position , you will lead research and/or experiments to validate research ideas in developing. Write timely and high-quality research reports, external publications, and records of invention to document new ideas and research results in your area of research.
What will YOU do?
As a part of the GM Research team, you will lead novel applied AI and Controls research focusing on robotics. You will develop AI/ML/Controls technologies that will change the future of mobility. You will collaborate with world-class universities / industry partners while publishing research outcomes internally and externally.
Broader research areas include:
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Explore, invent, innovate, implement, evaluate and test algorithms as an independent yet integral member of a research team
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Identify research gaps, propose, plan and execute complex research projects
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Maintain state-of-the-art technical expertise in AI/ML/Controls
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Generate intellectual property, document results and publish papers
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Develop requirements and evaluation metrics for AI/ML/Controls
Your Skills & Abilities (Required Qualifications)
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PhD or MSc with over 10 years of experience in AI, ML, computer science, engineering, physics or relevant areas.
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Expert-level knowledge in one or more of these areas: deep learning, autonomous agents, large-scale multiagent systems, prediction, distributed optimization, and reinforcement learning
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Experience in creating and implementing reinforcement learning algorithms
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Expertise in manipulating high-volume, high-dimensional data from varying sources with machine learning techniques
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Experience in prototyping algorithms, implementing and testing software on hardware
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Programming background: Python, AI/ML environments (PyTorch, TensorFlow, sklearn, etc.)
What Will Give You a Competitive Edge (Preferred Qualifications)
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Experience in applying reinforcement learning to real world problems.
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Experience in applying ML techniques to control theory problems.
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Experience in applying foundation models/diffusion policies/VLAs to robotic application
Informações sobre diversidade
A General Motors está comprometida em ser um local de trabalho que não só é livre de discriminação ilegal, como estimula verdadeiramente a inclusão e integração. Acreditamos enfaticamente que a diversidade na força de trabalho cria um ambiente no qual nossos colaboradores podem crescer e desenvolver melhores produtos para nossos clientes. Incentivamos os candidatos interessados a analisar as principais responsabilidades e qualificações de cada função e a se candidatar a qualquer cargo que corresponda a suas habilidades e capacidades. Os candidatos no processo de recrutamento podem, quando aplicável, ser solicitados a concluir com sucesso uma ou mais avaliações relacionadas à função e/ou uma seleção pré-emprego antes de iniciar o emprego. Para saber mais, acesse Como contratamos.
Declaração de Igualdade de Oportunidades de Emprego (EUA)
A General Motors tem orgulho de ser um empregador que oferece oportunidades iguais. Todos os candidatos qualificados serão considerados para o emprego, independentemente de raça, cor, religião, sexo, orientação sexual, identidade de gênero, origem nacional, deficiência ou status como veterano protegido.
Adaptações (EUA e Canadá)
A General Motors oferece oportunidades a todos os candidatos a emprego, incluindo pessoas com deficiências. Se você precisa de uma adaptação razoável para ajudá-lo na sua pesquisa de cargos ou solicitação de emprego, fale conosco pelo e-mail [email protected] ou pelo telefone 800-865-7580. No seu e-mail, inclua uma descrição da adaptação específica que você está solicitando assim como o nome do cargo e o número de requisição do cargo ao qual está se candidatando.