Data Scientist, Robotaxi Performance & Capability
Core
Analyze real-world driving and validation data to assess Robotaxi readiness, quantify performance gaps, and define metrics for service reliability and safety-critical events.
Role type
Senior data scientist (autonomous driving performance)
Builds
Performance baselines, dashboards, and evidence packages for product readiness reviews
Domain
Autonomous driving / Robotaxi / Mobility
Deliverable
dashboards & analysis
Required skills
Python, SQL, statistical analysis, rare-event analysis, performance distribution modeling, KPI definition, data visualization
Preferred skills
Autonomous driving (AD/ADAS), vehicle dynamics, safety-critical event analysis, traffic systems, urban mobility
Technologies
Python, SQL
Responsibilities
Investigate driving behaviors and operational events to identify system shortfalls; Build metrics and dashboards to track progress across model and software releases; Apply statistical methods to assess rare events and quantify uncertainty; Collaborate with engineering and product teams to prioritize development; Contribute to product readiness reviews with evidence of progress and limitations.