Data Engineer

Job Description

Job Description

As an AV Safety Data Engineer, you will play a critical role in developing and maintaining robust data infrastructure to surface safety-relevant interactions, assess AV events, and inform autonomy development through data-driven insights. You will build scalable pipelines and metrics that ensure we receive strong, reliable signals from data, directly influencing how we assess system readiness and accelerate safe deployment, while also supporting the crucial task of event triage and analysis.

In this role you will :

• Develop and maintain miners that identify events of interest from fleet and simulation data.
• Improve the accuracy and efficiency of existing miners through advanced statistical and ML techniques, ensuring high signal quality.
• Build scalable data pipelines and dashboards to monitor miner performance, signal quality, and key safety metrics.
• Conduct exploratory data analyses to uncover trends, failure modes, and opportunities to improve vehicle behavior, specifically focusing on critical safety events and system anomalies.
• Triage and assess AV events including both system behavior and hardware related anomalies, for potential safety / legal / regulatory concerns or system gaps, using contextual judgment grounded in safety, legal, and engineering principles.
• Develop and maintain clear triage guidelines and criteria for both onshore and offshore triage teams.
• Support regulatory reporting processes by providing data and analysis as needed.

Requirements

Bonus Qualifications

Benefits