Senior Researcher – AI and Vehicle Controls, Reinforcement Learning
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Job Location:
Warren, OH - USA
Monthly Salary:
Not Disclosed
Posted on:
6 hours ago
Vacancies:
1 Vacancy
Job Summary
Job Description
Job Description Summary
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 Vehicle Controls 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 GMs future vehicles. The focus of this position will be to maximize contributions to the whole organization.
The Role:
In this Senior Researcher position you will lead research and/or experiments to validate research ideas in development. 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 You Will Do
As a part of the GM Research team you will lead novel applied AI and Controls research. 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:
- 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
- Demonstrate strong interpersonal skills and ability to work in a team environment including cross-functional global teams and research Universities
- Develop requirements and evaluation metrics for AI/ML/Controls
- Travel to GMs Milford location as needed to conduct experiments and testing
Your Skills & Abilities (Required Qualifications)
- U.S. Citizenship
- PhD or MSc with 3 years of experience in AI ML computer science engineering physics or relevant areas.
- Expert-level knowledge in one or more of these areas: Control theory autonomous agents Robotics and reinforcement learning
- Must have experience creating and implementing control 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
- Programming background: Python AI/ML environments (PyTorch TensorFlow sklearn etc.) Matlab dSPACE
- Strong analytical capabilities
- Excellent verbal/written communication in English along with strong interpersonal skills
- Passion for applying AI and Controls to impact the future of mobility
What Will Give You a Competitive Edge (Preferred Qualifications)
- Experience in applying reinforcement learning to real world problems.
- Experience in applying ML techniques to control theory problems.
- Expertise in vehicle dynamics
About GM
Our vision is a world with Zero Crashes Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better safer and more equitable for all.
Why Join Us
We believe we all must make a choice every day individually and collectively to drive meaningful change through our words our deeds and our culture. Every day we want every employee to feel they belong to one General Motors team.
Benefits Overview
From day one were looking out for your well-beingat work and at homeso you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.
Non-Discrimination and Equal Employment Opportunities (U.S.)
General Motors is committed to being a workplace that is not only free of unlawful discrimination but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.
All employment decisions are made on a non-discriminatory basis without regard to sex race color national origin citizenship status religion age disability pregnancy or maternity status sexual orientation gender identity status as a veteran or protected veteran or any other similarly protected status in accordance with federal state and local laws.
We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required where applicable to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more visit How we Hire.
Accommodations
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Required Experience:
Senior IC
Key Skills
- Arm
- Machine Learning
- AI
- C/C++
- R
- Clinical Trials
- Experience Administering Injections
- Research Experience
- Research & Development
- Assembly
- Semantic Web
- Vulnerability Research
About Company
GM is home to Chevrolet, Buick, GMC & Cadillac and has been leading the auto industry for over a century. See how we create a vehicle for every drive.
