Senior Data Analysis Engineer, AD Metrics - Autonomous Vehicles

What You’ll Be Doing

• Work with Product, Engineering, In-car testing team on AD product performance definition, make triage plan, provide performance assessment and release judgments.
• Supervise and categorize test events from the scaling test, present spike critical metric trends and top issues with deep analysis.
• Collaborate with multi-functional teams to define data analysis requirements and process, supervise and improve large scale triage efficiency and quality.
• Improve end to end driving policy product/model performance with data quantity, quality and diversity.
• Automate product critical metric generation and robust evaluation to represent on the dashboard, provide triage target vision to support critical metric teams to understand the current state of our product/software and make priorities.

What We Need To See

• Bachelors or equivalent experience in Computer Science, Electrical Engineering, AI or related fields
• 8+ proven experience on ADAS/AD vehicle/digital test, data analysis and large datasets from customer cars
• Proficiency in Python and a deep understanding of software engineering practices
• Technical in nature and be able to zoom in and out of scope as needed from the lowest detail to high level vision of the job
• Problem solver and “Buck stops with you”
• Excellent communication and presentation skills

Ways To Stand Out From The Crowd

• Strong in scripting/tools development
• Expert reciprocal and interpersonal skills, specifically a confirmed ability to effectively guide and influence within a dynamic work environment