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Описание вакансии
Текст:
TL;DR
Contract Student Worker - Autonomy Safety Data Engineer (Python/SQL): Building data-driven safety risk models and dataset management pipelines for autonomous vehicle driving and simulation data with an accent on safety signals, statistical analysis, and large-scale data quality. Focus on designing empirical experiments, modeling risk and reliability, and identifying edge cases that improve autonomy performance.
Location: Foster City, CA; Boston, MA; or Seattle, WA. Work on-site at one of the office locations.
Compensation: $30/hour.
Company
Zoox is an autonomous ridehailing company developing a fully electric, purpose-built robotaxi.
What you will do
- Support the design, development, and iteration of data-driven safety risk models for the autonomy stack.
- Develop and maintain dataset management pipelines covering curation, labeling, versioning, and quality checks.
- Analyze large-scale driving and simulation datasets to identify trends, edge cases, and opportunities to improve autonomy performance.
- Define and run empirical experiments to evaluate safety-relevant signals and model assumptions.
- Communicate complex results, trade-offs, and uncertainty to engineers, researchers, and stakeholders.
Requirements
- Currently pursuing a B.S. or M.S. in engineering, computer science, statistics, physics, or a similar quantitative field.
- Strong programming skills in Python.
- Solid data manipulation knowledge, including SQL, PySpark, or Scala.
- Foundation in statistics, machine learning, and risk or reliability modeling.
- Ability to work independently through ambiguous, open-ended problems with a researcher’s mindset.
- Currently enrolled in a relevant B.S. or M.S. program, available for at least three months and at least 20 hours per week, and able to work on-site.
Nice to have
- Experience with safety, reliability, or risk modeling, including survival analysis, Bayesian methods, or causal inference.
- Experience with large-scale dataset management, data pipelines, or MLOps tooling.
- Background in autonomous vehicles, robotics, or a related quantitative discipline.
- Prior research experience taking ambiguous problems from initial concept to results.
- Strong written, verbal, teamwork, and collaboration skills.
Culture & Benefits
- Part-time student worker program focused on real autonomous technology projects.
- Work alongside engineers and researchers developing autonomous transportation systems.
- Contract engagement through a vendor contracted with Zoox.
- Benefits eligibility is determined by the vendor.
- Confidentiality requirements prohibit sharing proprietary Zoox information in academic research, theses, publications, or presentations.
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