Safety Performance Analyst (Autonomous Vehicles)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Safety Performance Analyst (Autonomous Vehicles): Measuring and improving the safety of autonomous vehicles by reviewing and classifying safety-critical events from real-world and simulated driving with an accent on framework development and data signal extraction. Focus on identifying systemic safety patterns, optimizing classification taxonomies, and building analytical reports using Python and SQL.
Location: Onsite in Austin, TX. Must be authorized to work in the U.S.
Company
is a company developing autonomous vehicles, focusing on safety assessment and deployment readiness.
What you will do
- Review and classify safety-critical events from on-road and simulated driving using internal frameworks.
- Maintain and refine labeling guidelines and taxonomies to improve event classification.
- Identify systemic safety patterns and surface findings to engineering and product teams.
- Use Python and SQL to slice labeled data, build reports, and monitor performance drift.
- Integrate LLM-based tools into the classification and review workflows.
Requirements
- Must be authorized to work in the U.S.
- Prior experience in an analytical role requiring 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 for extended review of complex driving scenes.
- Clear written communication for guidelines and cross-team coordination.
Nice to have
- Strong driving intuition with the ability to clearly explain driving quality.
- Experience with AV, robotics, or other safety-critical autonomous systems.
- Background in large-scale structured review work (e.g., trust & safety, aviation safety, or insurance claims).
Culture & Benefits
- Equal opportunity employer committed to providing reasonable accommodations.
- Opportunity to work on cutting-edge autonomous vehicle safety systems.
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