Senior Data Scientist, Autonomy Behavior Monitoring
Boston, MA - USA
Job Summary
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
B.S. or M.S. in Computer Science Data Science Engineering or a related quantitative field (or equivalent experience)
5 years of experience in data science with a focus on metric design and development or performance evaluation
Strong proficiency in Python in production environments with standard repo practices
Experience working with time-series or sensor data; familiarity with robotics or AV data is a plus
Ability to work cross-functionally and distill complex technical requirements from diverse stakeholders
Proficiency in C
Experience with simulation-based validation and metrics
Required Experience:
Senior IC
About Company
We’re reinventing personal transportation—making the future safer, cleaner, and more enjoyable for everyone. This is on-demand autonomous ride-hailing.