Staff Researcher, Vehicle Health Management (VHM), Energy and Propulsion Systems
Core
Developing diagnostics, prognostics, and system performance management solutions for vehicle health using physics-based modeling and AI/ML to predict system issues and improve vehicle efficiency.
Role type
Staff Researcher, Vehicle Health Management (VHM)
Builds
Cloud-based predictive modeling solutions and AI/ML diagnostics for vehicle propulsion and health systems
Domain
Automotive industry, Energy and Propulsion Systems, AI/ML
Deliverable
production ML models
Required skills
physics-based modeling, system identification, control and optimization, intelligent data modeling, fault detection and isolation, large-scale data analytics, Python, PySpark, MATLAB/Simulink
Preferred skills
advanced research in automotive systems (propulsion, batteries, sensors), hardware prototyping, project management
Technologies
PyTorch, Tensorflow, dSpace, ETAS tools
Responsibilities
Develop strategic technology roadmap for vehicle system diagnosis and fault-tolerant controls; Lead large projects with multiple stakeholders; Execute technical plans from concept to system implementation; Generate intellectual property and publish high-quality papers; Collaborate with cross-functional global teams and universities
Seniority
Staff, strategic technology leadership and hands-on research
