Data Scientist, Fleet Orchestration Algorithms

Added
13 days ago
Type
Full time
Salary
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Related skills

optimization rust python simulation reinforcement learning
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πŸ“‹ Description

  • Design, prototype, and help deploy algorithms for vehicle assignment, staging, routing, and pricing
  • Model the inputs to orchestration (rider demand, data-collection value, servicing needs, events
  • Work with specialists in marketplace economics, forecasting, and autonomy to turn their models into
  • Measure impact on revenue, utilization, and rider experience through simulation, offline
  • Contribute to how we evaluate and roll out orchestration improvements

🎯 Requirements

  • PhD or MS with 2+ years of relevant industry or research experience, in operations research
  • Deep expertise in at least one of: combinatorial/integer optimization, stochastic optimization or
  • Strong coding skills in Python, C++, or Rust; you write clean, tested, version-controlled code
  • Ability to turn ambiguous real-world problems into well-defined models and explain the tradeoffs to
  • Good communication and collaboration skills

🎁 Benefits

  • paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation
  • sign-on bonus may be offered
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