설명
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
다양성 정보
General Motors는 법적으로 금지된 차별을 배제하는 것은 물론 포용성과 소속감을 진정으로 장려하는 직장이 되기 위해 노력하고 있습니다. 당사는 다양성이 보장되는 환경에서 직원들이 역량을 발휘하고 우리 고객을 위한 더 좋은 제품을 개발할 수 있다고 믿습니다. 따라서 입사에 관심 있는 사람이 있다면 포지션별 주요 업무와 자격을 확인하고 본인이 보유한 기술과 능력에 부합하는 모든 포지션에 적극적으로 지원하기를 장려합니다. 지원자는 채용 과정에서 역할 관련 평가(해당하는 경우) 및/또는 채용 전 스크리닝을 통과해야 합니다. 자세한 정보는 GM 채용 과정 안내를 참고하십시오.
공평한 취업 기회 선언 (미국)
General Motors는 공평한 기회를 제공하는 고용주임을 자부합니다. 자격을 만족하는 지원자는 인종과 피부색, 성별, 성적 지향, 성별 정체성, 국적, 장애, 재향 군인 보호법 적용 여부와 상관없이 채용 후보로서 심사를 받습니다.
숙소 (미국 및 캐나다)
General Motors는 장애인을 포함한 모든 구직자들에게 취업 기회를 제공합니다. 구직이나 취업 지원에 도움이 되는 합리적인 숙소가 필요한 경우 [email protected]으로 이메일을 보내시거나 800-865-7580으로 전화주십시오. 이메일에, 귀하가 요청하는 특정한 숙소에 대한 설명과 귀하가 지원하는 직무와 채용 요청서 번호를 포함해주세요.