Senior Software Engineer - Autonomy Evaluation

General Motors

Sunnyvale, United States
Data analysis
Ml evaluation
Autonomy analytics
The Evaluation team builds and evolves the evaluation ecosystem that powers developing and scaling GM’s autonomous driving technology

Job Summary

  • The Evaluation team builds and evolves the evaluation ecosystem that powers developing and scaling GM’s autonomous driving technology.
  • Design and implement analysis algorithms that summarize, aggregate, and cluster metrics produced by simulations of the autonomy stack.
  • Leverage vision-language models (VLMs) and large language models (LLMs) to classify autonomy performance, critical scenarios, and prioritize validation efforts.

Matching Summary

The Evaluation team builds and evolves the evaluation ecosystem that powers developing and scaling GM’s autonomous driving technology.

Skills & Requirements

Must-have

  • data analysis
  • ML evaluation
  • autonomy analytics
  • large-scale datasets
  • statistical methods
  • Pandas, NumPy, SciPy
  • plotting/visualization libraries

Nice-to-have

  • visualize quantitative information effectively
  • decompose multi-dimensional space
  • evaluate robotics systems
  • sensor data analysis
  • time-series analysis
  • question anomalous data
  • root-cause discrepancies

Key Requirements

  • 3+ years applied experience
  • Bachelor's or higher degree
  • equivalent practical experience

Work Rights

Not specified

Tailored Resume

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