Data Scientist, Fleet Orchestration Algorithms
Key Skills for This Role
Full Job Posting
In this role, you will:
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, and policies) as objectives and constraints
Work with specialists in marketplace economics, forecasting, and autonomy to turn their models into decisions the fleet acts on
Measure impact on revenue, utilization, and rider experience through simulation, offline evaluation, and online experiments
Contribute to how we evaluate and roll out orchestration improvements
Qualifications
- PhD or MS with 2+ years of relevant industry or research experience, in operations research, robotics, controls, transportation, computer science, applied math, or a related field
- Deep expertise in at least one of: combinatorial/integer optimization, stochastic optimization or control, reinforcement learning/approximate DP, network flows, or marketplace/demand modeling, plus the curiosity to work across the rest
- 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 non-specialists
- Good communication and collaboration skills
Bonus Qualifications
Internship or research experience in ride-hailing, delivery, logistics, or AV fleets (dispatch, routing, rebalancing, pricing)
Algorithms deployed in production or used on real operational data
Publications in operations research, transportation, or robotics venues
Additional information
About Zoox
Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the next generation of mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.
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Accommodations
If you need an accommodation to participate in the application or interview process please reach out to [email protected] or your assigned recruiter.
A Final Note:
You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.
About Zoox
Autonomous mobility company developing a fully electric robotaxi fleet.
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