Principal Autonomy Evaluation Engineer

General Motors Company; Sunnyvale (CA); Vor Ort; USD 250.000 - 385.000; Vollzeit

Benefits dieser Stelle

GM health and wellbeing benefits

GM vehicle discounts

Zusammenfassung

General Motors Company is seeking a Principal Engineer in Autonomy Evaluation to own how we evaluate the autonomous driver, from overall driving behavior to subsystems. You will prototype, land code, and mentor Staff and Senior engineers who carry the work forward, shaping technical direction and evidence used for release decisions.

You will define how to evaluate subsystems such as perception, prediction, planning, and localization, and translate results into clear recommendations for

Qualifikationen

• 10+ years in autonomous systems, robotics, ML evaluation, or applied data science.
• Proven track record of creating evaluation methods adopted beyond own team.
• Strong statistical evaluation design and time-series analysis.
• Proficient Python and SQL with testing and code reviews.
• Ability to influence without authority and align cross-functional teams.
• Mentor senior engineers and lead technical reviews.

Aufgaben

• Set multi-year technical direction for evaluation.
• Invent new judges/metrics for driving quality with learned components.
• Evaluate subsystems such as perception, prediction, planning, localization.
• Trace failures to subsystems and quantify impact.
• Assess software/model changes with regression detection.
• Turn results into actionable recommendations for engineering and leadership.
• Mentor Staff and Senior engineers through reviews and direction.

Kenntnisse

Autonomous systems

Robotics

ML evaluation

Data science

Python

SQL

Experiment design

Statistical analysis

Stakeholder management

Mentorship

Ausbildung

Bachelor's/Master's/PhD in CS/Robotics/ML/Data Science (or related)

Tools

C++

Jobbeschreibung

General Motors Company is seeking a Principal Engineer in Autonomy Evaluation to own how we evaluate the autonomous driver, from overall driving behavior to subsystems. You will prototype, land code, and mentor Staff and Senior engineers who carry the work forward, shaping technical direction and evidence used for release decisions.

You will define how to evaluate subsystems such as perception, prediction, planning, and localization, and translate results into clear recommendations for