Senior Ml Validation Engineer

General Motors

Multiple Locations, USA
$144,700 - $261,300; bonus potential based on perf...
Simulation-based ml evaluation
Python, pytorch/jax/tensorflow
Ml research into functional prototypes
Lead applied machine learning research focused on improving verification and validation of ML components used in robotics and autonomous driving systems

Job Summary

  • Lead applied machine learning research focused on improving verification and validation of ML components used in robotics and autonomous driving systems.
  • Prototype research concepts into performant tools integrated into CI/CD and large-scale validation pipelines, advancing ML research for open and closed loop simulation validation.
  • GM offers a variety of health and wellbeing benefit programs, including medical, dental, vision, retirement savings plan, and paid vacation & holidays.

Matching Summary

Lead applied machine learning research focused on improving verification and validation of ML components used in robotics and autonomous driving systems.

Salary

$144,700 - $261,300; Bonus potential based on performance; Comprehensive benefits package

Skills & Requirements

Must-have

  • simulation-based ML evaluation
  • Python, PyTorch/JAX/TensorFlow
  • ML research into functional prototypes
  • CI/CD integration for ML evaluation
  • uncertainty estimation and OOD detection
  • scenario generation and coverage testing

Nice-to-have

  • familiarity with CARLA or SVL
  • Bayesian ML and causal inference
  • digital twin systems and sensor simulation
  • automotive safety standards knowledge

Key Requirements

  • MS + 5 years or PhD + 3 years experience
  • Experience with simulation-driven ML evaluation
  • Demonstrated ability to translate ML research into prototypes
  • Proven research impact (publications, patents)
  • Strong communication and collaboration skills

Work Rights

Not specified

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