Data Scientist, Autonomy Behavior Monitoring

Design, develop, and implement quantitative behavior metrics that assess AV performance across diverse driving scenarios and geofences

Build and maintain data pipelines and dashboards to track simulation and fleet metrics across geographies and software versions

Identify performance gaps and regressions by analyzing large-scale vehicle logs and simulation data

Drive the definition of metric thresholds and acceptance criteria to support geofence expansion decisions

Communicate findings and metric frameworks clearly to technical and non-technical audiences