Principal Engineer, Autonomy Evaluation
Core
Define multi-year technical direction for autonomous driving evaluation, invent new measurement methods, and turn data into evidence for software release decisions.
Role type
Principal Engineer (Autonomy Evaluation)
Builds
Evaluation frameworks, metrics, and evidence for AV software releases
Domain
Autonomous driving, robotics, ML evaluation
Deliverable
production ML models
Required skills
Autonomous systems evaluation, statistical experimental design, Python, SQL, stakeholder influence, mentorship, problem sizing
Preferred skills
Autonomous driving logs analysis, VLM/LLM application, ML interpretability, C++, data visualization
Technologies
Python, SQL, VLMs, LLMs, C++