AV Safety Data Reporting Engineer ensuring all safety data is accurately gathered and analyzed for compliance. Collaborating with internal teams to implement innovative data processes for safety operations.
Responsibilities
Develop and maintain scalable queries using Python, Spark, and SQL to identify behavioral events of interest in fleet and simulation data.
Conduct analyses to evaluate vehicle behavior, trends, and compliance with defined Rules of the Road and Reputational Risk metrics.
Support event triage, including classification, documentation, and prioritization for further investigation.
Design, build, and maintain dashboards in Looker and Databricks to track safety and reputational metrics.
Leverage AI tools (LLMs/VLMs, prompt engineering, and context engineering) to assist with event summarization, semi-automated triage, and workflow automation.
Collaborate closely with other teams to investigate anomalies and emerging patterns, providing actionable insights for operational and strategic decision-making.
Continuously improve data pipelines, triage processes, and dashboard functionality to support efficient Safety operations.
Requirements
BS or MS in Computer Science, Data Science, Robotics, Statistics, or a related field.
4+ years of experience working with large-scale datasets, preferably in autonomous vehicles, robotics, or other safety-critical systems.
Strong programming skills in Python (pandas, PySpark) and advanced SQL/Spark query development.
Experience designing and maintaining dashboards in Looker, Databricks, Tableau, or similar platforms.
Demonstrated ability to analyze complex behavioral or operational data and provide actionable insights.
Familiarity with AI tools (LLMs/VLMs, prompt engineering, context engineering) for data analysis, triage, or workflow automation.
Experience working with cross-functional teams and communicating technical content clearly to both engineering and non-technical audiences.
Strong problem-solving skills and attention to detail in data-driven environments.
Benefits
Health insurance
long-term care insurance
short-term disability insurance
life insurance
paid time off (e.g. sick leave, vacation, bereavement)
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