Senior Data Scientist (Autonomous Vehicles)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Autonomous Vehicles): Developing and refining safety and comfort metrics for autonomous vehicle performance using real-world and simulation data with an accent on ML and non-ML behavior detection models. Focus on analyzing high-dimensional sensor logs, identifying system vulnerabilities, and accelerating product readiness for trustworthy autonomous driving systems.
Location: Ann Arbor, MI
Salary: $163,477 - $240,408 USD
Company
is transforming cities through autonomous technology to create a safer, greener, and more accessible world.
What you will do
- Develop and refine safety and comfort metrics for evaluating autonomous vehicle performance.
- Build ML and non-ML models to detect unsafe, uncomfortable, or anomalous behaviors.
- Analyze large-scale drive logs and simulation datasets to identify patterns and system gaps.
- Collaborate with perception, prediction, and behavior teams to integrate metrics into workflows.
- Communicate technical insights and recommendations to engineering leaders.
Requirements
- Must be based in or able to work from Ann Arbor, MI
- B.S, M.S. or Ph.D. in Engineering, Data Science, Computer Science, Math, or a related quantitative field.
- 5+ years of experience in data science, applied machine learning, or robotics.
- 2+ years of experience in AV, ADAS, or safety-critical domains.
- Proven experience developing safety or comfort metrics for autonomous or robotic systems.
- Proficiency in Python, SQL, Pandas, NumPy, and Spark.
Nice to have
- Background in motion planning, behavior prediction, or multi-agent interaction modeling.
- Experience designing metric-driven development, KPIs, and automated triaging pipelines.
Culture & Benefits
- Comprehensive healthcare suite including medical, dental, vision, life, and disability plans.
- Health Savings (HSA) and Flexible Spending Accounts (FSA).
- Rich retirement benefits with an immediately vested employer safe harbor match.
- Generous paid parental leave and phased return to work.
- Flexible vacation policy and paid company holidays.
- Total Wellness Program for overall wellbeing.
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