Design and implement analysis algorithms that summarize, aggregate, and cluster metrics produced by simulations of the autonomy stack
Job Summary
Design and implement analysis algorithms that summarize, aggregate, and cluster metrics produced by simulations of the autonomy stack.
Build and maintain GM’s primary autonomy evaluation dashboards and reports that provide clear, explainable insights to engineering and leadership, including trend analysis, drift detection, and scenario coverage.
Leverage vision-language models (VLMs) and large language models (LLMs) to classify autonomy performance, critical scenarios, and prioritize validation efforts, integrating human-in-the-loop where appropriate.
Matching Summary
Design and implement analysis algorithms that summarize, aggregate, and cluster metrics produced by simulations of the autonomy stack.