설명
Hybrid: This role is categorized as hybrid. This means the successful candidate is expected to report to Warren, MI three times per week, at minimum.
The Role
Energy and Propulsion Systems research is aimed at driving propulsion and vehicle efficiency, cost, and performance improvements. Research also focuses on advancing vehicle and propulsion systems to target enterprise cost reduction through warranty improvement and engineering development efficiency.
We are seeking highly motivated and technically skilled candidates in the emerging technology area called Vehicle Health Management (VHM). Internet-of-Things builds many opportunities to improve the life quality of human beings. In the context of vehicle manufacturing, the vehicle engineering data collected through wireless communication (with customer consensus) allow the prediction of vehicle system issues, and the notification of drivers before vehicle performance and, consequently, people’s busy life is impacted. With VHM technology, we integrate fundamental physics modeling with modern machine learning techniques such as Large Language Model, to develop diagnostics, prognostics, and system performance management solutions at scale.
GM has been leading the way of developing VHM technology to provide customers with an unprecedented level of assurance, convenience, and ownership experience. An example of VHM is the industry-first OnStar Proactive Alert for Starting System, a service GM launched a few years ago that provides early warning to customers in case a component failure is impending, thereby turning emergency repairs into scheduled maintenance events. This service is available on more than 10 million GM vehicles as of now!
What You’ll Do
With the growing demand of VHM, GM R&D invites top talent like you to develop this exciting industry leading technology! Join us if you want to work with a vibrant team to address challenges in cloud-based computing, predictive modeling, and AI/ML to advance VHM. We want researchers who have the passion to make positive impacts on people’s everyday life. Here are some other things to look forward to:
- Develop strategic technology roadmap with global vision in vehicle system diagnosis, prognosis, and fault-tolerant controls as well as integration
- Apply strong business acumen, highly specialized knowledge as well as organizational expertise to establish and advance new research areas
- Lead large projects with broad visibility, substantial impacts, and multiple internal and external stakeholders
- Lead and execute technical plans, including concept generation, prototype development, system implementation, and performance evaluation
- Recognized as an expert internally and externally with state-of-the-art technical knowledge and skills in related areas of responsibility
- Generate intellectual property, document results, and publish high quality papers
- Collaborate with cross-functional global teams and world-class universities
What You’ll Need (Required Qualifications)
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The position is subject to export control restrictions and requires the successful candidate to be a U.S. Person (U.S. citizen, U.S. permanent resident, asylee or refugee).
- The position is subject to export control restrictions and requires the successful candidate to be a U.S. Person (U.S. citizen, U.S. permanent resident, asylee or refugee).
- PhD in Electrical, Controls, Mechanical, Aerospace Engineering, or related field of study with demonstrated research capability or equivalent background
- 8+ years related industry experience
- Strong background in physics-based modeling for continuous and discrete systems, using first principles, system identification, parameter estimation, control and optimization
- Strong background in intelligent data modeling, using state-of-the-art AI/ML including LLM, signal processing, statistical inference
- Strong background in fault detection and isolation, diagnostics and prognostics, root cause analysis
- Demonstrated experience in large-scale data analytics
- Demonstrated experience in Python (including familiarity with ML frameworks such as PyTorch or Tensorflow), PySpark, MATLAB/Simulink
- Excellent verbal and written communication skills
- Excellent interpersonal skills to work effectively with GM internal and external partners
- Demonstrated experience in developing and deploying innovative solutions in production
- This job may be eligible for relocation benefits
What Will Give You a Competitive Edge (Preferred Qualifications)
- PhD with 10+ years industry experience
- Experience in application of advanced research and technology to the following automotive systems: internal combustion propulsion, high voltage battery, electromechanical actuators, power electronics, electrical systems, chassis systems, environmental sensors such as camera/radar/LIDAR, autonomous driving
- Hardware hands-on experience highly seeked, including but not limited to experience in dSpace rapid prototyping, ETAS tools
- Experience of project management
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.