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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.
Job Responsibility
Lead novel applied AI and Controls research focusing on robotics
Develop AI/ML/Controls technologies that will change the future of mobility
Collaborate with world-class universities / industry partners while publishing research outcomes internally and externally
Explore, invent, innovate, implement, evaluate and test algorithms as an independent yet integral member of a research team
Identify research gaps, propose, plan and execute complex research projects
Maintain state-of-the-art technical expertise in AI/ML/Controls
Generate intellectual property, document results and publish papers
Develop requirements and evaluation metrics for AI/ML/Controls
Lead research and/or experiments to validate research ideas in developing
Write timely and high-quality research reports, external publications, and records of invention
Requirements
PhD or MSc with over 10 years of experience in AI, ML, computer science, engineering, physics or relevant areas
Expert-level knowledge in one or more of these areas: deep learning, autonomous agents, large-scale multiagent systems, prediction, distributed optimization, and reinforcement learning
Experience in creating and implementing reinforcement learning algorithms
Expertise in manipulating high-volume, high-dimensional data from varying sources with machine learning techniques
Experience in prototyping algorithms, implementing and testing software on hardware