Cae Vehicle Optimization And Machine Learning Engineer

General Motors

Hybrid
Optimization methods and workflows
Machine learning applications for cae
Root cause and resolve performance issues
GM's Vehicle Optimization and Machine Learning team delivers innovative solutions to complex performance challenges in vehicle development, sitting at the intersection of optimization, multi-physics CAE, and AI/ML

Job Summary

  • GM's Vehicle Optimization and Machine Learning team delivers innovative solutions to complex performance challenges in vehicle development, sitting at the intersection of optimization, multi-physics CAE, and AI/ML.
  • As an Optimization & Machine Learning Engineer, you will lead the development and deployment of advanced optimization and ML methods, rapidly root cause and resolve cross-domain performance issues, and scale optimization/physics-based AI capabilities across GM.
  • Join us if you are passionate about innovation and energized by using advanced methods and solutions to make vehicle development faster, smarter, and enable better quality vehicles for GM customers!

Matching Summary

GM's Vehicle Optimization and Machine Learning team delivers innovative solutions to complex performance challenges in vehicle development, sitting at the intersection of optimization, multi-physics CAE, and AI/ML.

Skills & Requirements

Must-have

  • Optimization methods and workflows
  • Machine learning applications for CAE
  • Root cause and resolve performance issues
  • Process automation and scripting
  • Multi-disciplinary, stochastic/robust optimization

Nice-to-have

  • Human-centered design process
  • Cross-domain performance challenges
  • Democratize optimization and ML capabilities
  • Data, IT, and tool integration

Key Requirements

  • B.S. in Engineering or related discipline
  • 5+ years experience in CAE, optimization, and ML
  • Experience with CAE tools (HyperMesh, OptiStruct, Abaqus, etc.)
  • Experience with optimization tools (Genesis, OptiStruct, HEEDS/iSIGHT)
  • Experience with scripting (Python, MATLAB)
  • Knowledge of machine learning methodologies

Work Rights

Not specified

Tailored Resume

Cover Letter