Senior Data Scientist
Core
Analyze driving model performance, define data collection requirements, and map driving competencies to ensure dependable vehicle-level behavior for autonomous driving systems.
Role type
Senior Data Scientist (Autonomous Driving / Systems Engineering)
Builds
Data strategies, ODD characterizations, and scenario coverage frameworks for autonomous vehicle deployment
Domain
Autonomous driving, automotive systems engineering, traffic analysis
Deliverable
dashboards & analysis
Required skills
Python, SQL, GIS, statistical modeling, data analysis, visualization, cross-functional collaboration
Preferred skills
ODD definition, AV/ADAS experience, traffic system modeling, urban mobility analysis
Technologies
Python, SQL, GIS, Jupyter, Databricks
Responsibilities
Analyze target markets to understand road infrastructure, weather, and traffic behaviors; Define ODD boundaries and edge conditions; Map driving competencies and quantify complexity; Analyze model performance metrics to identify data gaps; Translate findings into actionable data strategies and technical requirements; Contribute to simulation inputs and test case prioritization
Seniority
Senior, hands-on IC