Data Scientist
- Develop evaluation frameworks for autonomous vehicle performance, for large-scale ML models, and for the quality of simulation.
- Develop new metrics, interpret trends, and investigate anomalies in data from simulation and on-road driving.
- Develop novel statistical methods to handle unique aspects of AV data; e.g. rate estimation with rare events, combining real and synthetic data, etc.
- Frame and solve ambiguous problems, derive data-driven conclusions, and communicate findings to senior stakeholders.
- Collaborate with Product and Engineering partners developing the Waymo Driver and Waymo’s simulation software; facilitate deployment readiness decisions for both products.
- Degree in a quantitative field (e.g. Statistics, Mathematics, Physics)
- 3+ years of industry experience solving data science problems or a PhD in a quantitative field
- Expertise using advanced statistical methods in an applied setting; familiarity with ML systems/models
- Demonstrated knowledge of Python/SQL/R data analysis libraries and packages
- PhD in a quantitative field
- Experience solving problems related to Autonomous Driving or Ride Hailing
- Experience in adjacent relevant areas like Advanced Machine Learning (Deep Learning and Diffusion models), Traffic Modeling, Safety Evaluation or Prediction
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