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...
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