Senior Data Scientist - Metrics
Core
Developing and refining safety and comfort metrics to evaluate autonomous vehicle performance, detect unsafe behaviors, and ensure system standards.
Role type
Senior Data Scientist (Autonomous Vehicle Metrics)
Builds
Safety and comfort evaluation frameworks for autonomous shuttle systems
Domain
Autonomous driving / Mobility / Safety-critical systems
Deliverable
production ML models | dashboards & analysis
Required skills
Python, SQL, Pandas, NumPy, Spark, vehicle dynamics, kinematics, time-series analysis, high-dimensional data analysis, validation and error detection
Preferred skills
motion planning, behavior prediction, multi-agent interaction modeling, metric-driven development pipelines
Technologies
Python, SQL, Pandas, NumPy, Spark
Responsibilities
Develop and refine safety and comfort metrics for evaluating autonomous vehicle performance; Build ML and non-ML models to detect unsafe, uncomfortable, or anomalous behaviors; Analyze large-scale drive logs and simulation datasets to identify patterns, regressions, and system gaps; Collaborate with perception, prediction, behavior, and simulation teams to integrate metrics into workflows; Communicate insights and recommendations to engineering leaders and cross-functional teams
Seniority
Senior, hands-on IC
