Senior Systems Data Scientist, Behavior Validation
Core
Design and implement data-driven frameworks to measure trust and confidence in autonomous vehicle (AV) behavior validation results across simulation and real-world road testing.
Role type
Senior Systems Data Scientist (AV Behavior Validation)
Builds
Production-ready analysis pipelines and correlation frameworks linking simulation and road-based outcomes for AV launch decisions.
Domain
Autonomous Vehicles (AV) / Simulation & Validation
Deliverable
production ML models | dashboards & analysis
Required skills
Statistical modeling, simulation-to-road correlation, confidence estimation, Python, SQL, data visualization
Preferred skills
Autonomous vehicle development, ADAS systems, robotics, large-scale data analysis, dashboard design
Technologies
Python, SQL, Jupyter, Looker, Tableau
Responsibilities
Develop methodologies for measuring trust in AV behavior validation; Establish correlation frameworks between simulation and road outcomes; Simplify complex analytical methods into production frameworks; Design scalable analysis pipelines for continuous release; Collaborate on confidence metrics and validation protocols; Provide actionable insights via data visualization.
Seniority
Senior, hands-on IC
