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Avride

Robot type
Autonomous Vehicle
Location
AustinTexasUSA
Job type
Business Operations
Posted
May 29, 2026
Full-time

Safety Performance Analyst

Job description

Our team is responsible for assessing the safety of our autonomous vehicles. We work with real-world driving data, simulation, and engineering teams to answer questions like: Is our autonomy safe enough to deploy? Where does it fail? How is it improving over time? We design the frameworks and taxonomies used to classify safety-critical events, review thousands of such events from on-road and simulated driving, and turn them into structured signal that engineering and product teams act on. The output of our work directly informs deployment readiness decisions across the locations where we operate.

Job responsibilities

  • Review safety-critical events from on-road and simulated driving.
  • Classify events using our internal framework; help refine and extend the framework over time.
  • Maintain and improve labeling guidelines; resolve ambiguous edge cases and keep reviewers aligned.
  • Identify systemic patterns and surface them to safety, engineering, and product teams.
  • Use Python and SQL to slice labeled data, build reports, and monitor drift over time.
  • Help integrate LLM-based tools into classification and review workflows

Job requirements

  • Prior experience in an analytical role that required both quantitative work and careful judgment.
  • Working knowledge of Python and SQL for data exploration and analysis.
  • Solid understanding of probability and statistics.
  • High attention to detail and the ability to stay focused during extended review of complex driving scenes.
  • Clear written communication for guidelines, reports, and cross-team coordination
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