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Senior Product Data Scientist, Marketplace
Senior Product Data Scientist, MarketplaceFutureshaper.com • Mountain View, CA, United States
Senior Product Data Scientist, Marketplace

Senior Product Data Scientist, Marketplace

Futureshaper.com • Mountain View, CA, United States
[job_card.variable_days_ago]
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  • [job_card.full_time]
[job_card.job_description]

Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.

Waymo’s Product Data Science team works cross-functionally with Engineering, Product and Operations to help the company make the most informed decisions using data. Our team collaborates on high-impact projects across the company — from driving quality and operational efficiency to market analysis and rider satisfaction scores — we help to safely and efficiently scale the Waymo Driver. We are data-driven, curious, open-minded, and adapt quickly to new information.

This role follows a hybrid work scheduleandyou will report to a Product Data Science Lead

You will :

  • Partner with Engineer, Product and Data Science teams to develop Machine Learning models to improve the efficiency of Waymo’s Marketplace
  • Apply ML models to predict conversion, wait times, retention and build better understanding of vehicle values in different positions
  • Apply optimization models to optimize assignment of Waymo cars to customers or positioning locations
  • Build novel reinforcement learning models that continually iterate over the parameters in pricing, matching and positioning
  • Define, conduct and evaluate experiments on new models

You have :

  • Statistical knowledge
  • Coding skills (Python and SQL)
  • Experience with Machine Learning
  • Experience with Reinforcement Learning
  • Experience with experimentation
  • At least 4 years of industry experience
  • We prefer :

  • Experience with optimization modeling and implementation using solver packages (e.g. CP-SAT, CPLEX, Gurobi, etc…)
  • Experience with optimization
  • Experience at another Ride hailing or Marketplace company
  • Salary Range $196,000—$248,000 USD

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