Senior Data Analysis Engineer, AD Metrics - Autonomous Vehicles
Core
Define AD product performance, triage test events, and provide data-based judgments for autonomous driving software releases.
Role type
Senior Data Analysis Engineer (Autonomous Driving Metrics)
Builds
Real-time performance dashboards and automated critical metric generation for AV software.
Domain
Autonomous Vehicles / Artificial Intelligence
Deliverable
production ML models | dashboards & analysis
Required skills
Python, software engineering practices, data analysis, large dataset handling, scripting, test event categorization, performance assessment
Preferred skills
scripting/tools development, influencing dynamic teams, deep AV stack understanding
Technologies
Python
Responsibilities
Work with Product and Engineering teams on AD product performance definition and release judgments; Supervise and categorize test events from scaling tests; Collaborate to define data analysis requirements and improve triage efficiency; Automate product critical metric generation and evaluation for dashboards; Improve end-to-end driving policy product performance with data quantity and quality.
