Senior Data Scientist (Autonomous Driving)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Autonomous Driving): Develop evaluation frameworks for AV performance, large-scale ML models, and simulation quality with an accent on novel statistical methods for rare events, synthetic data, and rate estimation. Focus on interpreting trends, investigating anomalies, framing ambiguous problems, and driving technical decisions through data insights.
Location: Hybrid onsite in Mountain View or San Francisco, California
Salary Range: $204,000—$259,000 USD
Company
Autonomous driving technology company powering fully autonomous ride-hail service with the Driver.
What you will do
- Develop evaluation frameworks for autonomous vehicle performance, ML models, and simulation quality.
- Create new metrics, interpret trends, and investigate anomalies in simulation and on-road data.
- Develop statistical methods for AV data challenges like rare events and combining real/synthetic data.
- Frame ambiguous problems, scope priorities, and innovate on statistical approaches.
- Derive conclusions from data and communicate to senior stakeholders.
- Collaborate with product and engineering teams on Driver and simulation deployment.
- Mentor data scientists and provide technical feedback.
Requirements
- Degree in quantitative field (Statistics, Mathematics, Physics).
- 5+ years industry data science experience or PhD + 3+ years.
- Expertise in advanced statistical methods; familiarity with ML systems.
- Knowledge of Python/SQL/R data analysis libraries.
Nice to have
- PhD in quantitative field.
- Track record driving data science projects to business value.
- Experience in autonomous driving, ride hailing, advanced ML, traffic modeling, or safety evaluation.
Culture & Benefits
- Hybrid work model.
- Discretionary annual bonus, equity incentive plan, and comprehensive benefits.
- Work with engineering teams on safety-critical AV technology.
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