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Über
In this hybrid role you will report to a data science manager.
You will:
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 by scoping technical priorities and innovating on statistical methods.
Derive data-driven conclusions and communicate findings to senior stakeholders.
Establish yourself as the point-of-contact for a significant project area by using data to drive technical decisions and demonstrate success.
Collaborate with Product and Engineering partners developing the Waymo Driver and Waymo's simulation software; facilitate deployment readiness decisions for both products.
Mentor other data scientists and provide constructive technical feedback within the team and across Waymo.
You have:
Degree in a quantitative field (e.g. Statistics, Mathematics, Physics)
5+ years of industry experience solving data science problems, or a PhD in a quantitative field and 3+ years of industry experience
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
We prefer:
PhD in a quantitative field
A demonstrated track record of independently driving data science projects to deliver business value
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
The expected base salary range for this full-time position across US locations is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Your recruiter can share more about the specific salary range for the role location or, if the role can be performed remote, the specific salary range for your preferred location, during the hiring process.
Waymo employees are also eligible to participate in Waymo's discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. Salary Range $204,000—$259,000 USD
Sprachkenntnisse
- English
Hinweis für Nutzer
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