Senior Data Scientist
Core
Analyze real-world driving data to identify patterns, measure autonomy performance, and inform stack improvements for autonomous vehicle fleets.
Role type
Senior IC data scientist (autonomous driving V&V)
Builds
Metrics platforms tracking miles-per-disengagement, driving behavior clusters, and safety-critical events
Domain
Autonomous driving / Robotics / Safety-critical systems
Deliverable
production ML models
Required skills
SQL, PySpark/Scala, Python, statistical modeling, inference, uncertainty quantification, ML model validation, failure mode analysis, technical leadership
Preferred skills
autonomous driving/robotics experience, system-level verification and validation, simulation, geospatial data analysis, embeddings/similarity search, AI tools for development efficiency