Staff Product Data Scientist, Marketplace Machine Learning
Core
Build ML models to improve the efficiency of Waymo's marketplace, including predicting conversion, wait times, retention, and vehicle value, while applying forecasting and reinforcement learning for pricing and matching.
Role type
Staff Product Data Scientist (Marketplace Machine Learning)
Builds
ML models for conversion, wait time, retention, vehicle valuation, demand/supply forecasting, and reinforcement learning for pricing/matching/positioning
Domain
Autonomous driving / Ride-hailing marketplace
Deliverable
production ML models
Required skills
Machine learning, algorithms, Python, SQL, neural network model deployment, reinforcement learning
Preferred skills
TensorFlow, JAX, two-sided marketplace experience
Technologies
TensorFlow, JAX, Python, SQL
Responsibilities
Partner with Engineering and Product to build marketplace efficiency models; Develop reinforcement learning models for pricing and matching; Design and evaluate experiments for new models; Present findings to leadership
Seniority
Staff, hands-on IC
