Researcher, Vehicle Health Management; VHM), Energy and Propulsion Systems

Job Description

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.

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!

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

• 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…