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Описание вакансии
Текст:
TL;DR
Contract Student Worker - Data Scientist (AI) (forecasting and autonomous mobility): Developing forecasting and scenario-planning capabilities for fleet availability, staffing, operational demand, charging, and infrastructure across autonomous vehicle markets with an accent on statistical modeling, machine learning, and AI-enabled decision support. Focus on converting spreadsheet planning into scalable analytical workflows, evaluating forecasts through backtesting, and building tools that explain forecast drivers and emerging operational risks.
Location: On-site in Foster City, California, United States
Compensation: $30/hour
Company
Zoox develops fully electric, bidirectional autonomous vehicles and operates a purpose-built robotaxi service.
What you will do
- Develop forecasting models for fleet availability, supply hours, staffing, operational workload, charging demand, and infrastructure needs.
- Build scenario models to assess the staffing, cost, and infrastructure impact of operational changes and market growth.
- Convert spreadsheet-based planning processes into reproducible, scalable, and well-documented analytical workflows.
- Evaluate model performance through backtesting, forecast-versus-actual reporting, and defined accuracy measures.
- Prototype AI-powered decision-support tools that explain forecast drivers, identify emerging risks, and support planning scenario exploration.
- Align operating assumptions and forecasts with Workforce Management, Finance, Strategy, Data Science, and operational leaders.
Requirements
- Currently enrolled in a relevant B.S. or M.S. program, such as data science, statistics, computer science, operations research, industrial engineering, economics, or applied mathematics.
- Experience with forecasting, statistical modeling, optimization, simulation, or machine learning through coursework, research, internships, or professional projects.
- Ability to select an appropriate analytical approach rather than defaulting to the most complex model.
- Strong communication, problem-solving, and cross-functional collaboration skills.
- Available for a minimum three-month assignment and at least 20 hours per week.
- Able to work on-site in Foster City, California, and comply with Zoox confidentiality requirements.
Nice to have
- Experience with LLMs, coding copilots, APIs, or agent frameworks for analytical products and technical workflow automation.
- Strong understanding of model evaluation, uncertainty, explainability, and human oversight.
- Experience communicating model outputs to decision-makers.
Culture & Benefits
- Contract employment is provided through a vendor contracted with Zoox.
- Benefits eligibility is determined by the vendor.
- Work alongside engineers and researchers developing autonomous transportation technology.
- Confidential company information may not be used or shared outside Zoox, including in academic research, theses, publications, or presentations.
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