Applied Ml Validation Manager

General Motors

Sunnyvale, United States
Applied ml validation
Behavior critics
Human benchmarking
Lead a team focused on building and operating behavior critics and human benchmarking capabilities for ML-driven autonomy systems

Job Summary

  • Lead a team focused on building and operating behavior critics and human benchmarking capabilities for ML-driven autonomy systems.
  • Partner closely with autonomy, simulation, safety, and product teams to define how behavior is judged against human drivers and integrate behavior critic signals into validation pipelines.
  • 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.

Matching Summary

Lead a team focused on building and operating behavior critics and human benchmarking capabilities for ML-driven autonomy systems.

Skills & Requirements

Must-have

  • Applied ML Validation
  • Behavior Critics
  • Human Benchmarking
  • ML-driven Autonomy Systems
  • Python and ML tooling

Nice-to-have

  • Autonomous driving experience
  • Simulation-based validation
  • Agentic workflows
  • Scaling technical teams

Key Requirements

  • 8+ years experience and MS/PhD
  • 2+ years people management
  • Strong programming and data skills in Python
  • Experience designing evaluation pipelines
  • Proven ability to define and track metrics

Work Rights

Not specified

Tailored Resume

Cover Letter