Staff Ml Validation Applied Scientist

General Motors

$218,800 to $335,300; bonus potential; health + we...
Applied machine learning research
Ml validation strategy
Ai validation critics
Lead applied machine learning research focused on improving verification and validation of ML components and autonomous driving behavior at scale

Job Summary

  • Lead applied machine learning research focused on improving verification and validation of ML components and autonomous driving behavior at scale.
  • Transform advanced ML research into working prototypes and production-grade validation services, including AI validation critics that automatically review model behavior.
  • Provide cross-functional collaboration and leadership across Simulation, Safety, Systems Engineering, Autonomy, and tools teams through reviews, roadmapping, standards, and mentorship.

Matching Summary

Lead applied machine learning research focused on improving verification and validation of ML components and autonomous driving behavior at scale.

Salary

$218,800 to $335,300; Bonus Potential; Health and wellbeing benefit programs

Skills & Requirements

Must-have

  • Applied machine learning research
  • ML validation strategy
  • AI validation critics
  • LLM-based agents
  • Python and C++ proficiency
  • Production systems over large datasets
  • ML for robotic systems evaluation
  • Behavioral and ML metrics design

Nice-to-have

  • Autonomous vehicles background
  • AI-assisted tooling impact
  • Safety-critical ML systems experience
  • Simulation environments experience

Key Requirements

  • 8+ years of experience
  • MS/PhD in Computer Science, Machine Learning, Robotics, Software Engineering, Data Science, or related field
  • Experience building production systems
  • Hands-on AI agent experience
  • Strong analytical skills
  • Effective communicator

Work Rights

Not specified

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