Senior Systems Data Scientist, Behavior Validation

General Motors Australia & New Zealand

Sunnyvale, United States
Base: $148,000 - $226,200; bonus/equity: an incent...
Hybrid
Data-driven methodologies
Simulation-to-road correlation
Production-ready analysis pipelines
Develop and operationalize data-driven methodologies for measuring trust and confidence in AV behavior validation results

Job Summary

  • Develop and operationalize data-driven methodologies for measuring trust and confidence in AV behavior validation results.
  • Establish correlation frameworks between simulation-based and road-based validation outcomes to ensure consistency and reliability.
  • GM offers a variety of health and wellbeing benefit programs, including medical, dental, vision, retirement savings plan, and more.

Matching Summary

Develop and operationalize data-driven methodologies for measuring trust and confidence in AV behavior validation results.

Salary

Base: $148,000 - $226,200; Bonus/Equity: An incentive pay program offers payouts based on company performance, job level, and individual performance; Benefits: GM offers a variety of health and wellbeing benefit programs.

Skills & Requirements

Must-have

  • Data-driven methodologies
  • Simulation-to-road correlation
  • Production-ready analysis pipelines
  • Define confidence metrics
  • Scalable validation strategies

Nice-to-have

  • Cross-functional collaboration
  • Actionable insights through data visualization
  • Pushing boundaries of AV testing

Key Requirements

  • 5+ years of experience
  • Advanced degree in Data Science, Computer Science, Engineering, or related fields
  • Proficiency in Python, SQL, and data visualization tools
  • Ability to simplify complex analytical methods

Work Rights

Not specified

Tailored Resume

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