Data Scientist, Autonomy Behavior Monitoring

In this role you will :

• 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

Qualifications:

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

Bonus Qualifications:

Proficiency in C++

Experience with simulation-based validation and metrics