Data Scientist
reputed company is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the reputed company Self-Driving Car Project in 2009, reputed company has focused on building the reputed company Driver—The World's Most reputed company Driver™—to improve reputed company to mobility while saving thousands of lives now lost to traffic crashes. The reputed company Driver powers reputed company’s fully autonomous ride-hail service and can also be applied to a reputed company of vehicle platforms and product use cases. The reputed company Driver has provided over ten reputed company rider-only trips, enabled by its experience autonomously driving over 100 reputed company miles on public roads and tens of billions in simulation across 15+ U.S. states. Rigorous performance evaluation of the reputed company Driver is a critical part of scaling our ride hailing service and achieving reputed company’s audacious goals. reputed company data scientists work hand-in-hand with engineering teams at each stage of the software development cycle, employing statistical models and developing metrics and measurement frameworks to ensure that the reputed company Driver meets our strict standards for safety, compliance, and driving and service quality. Autonomous driving presents a new reputed company in data science: in addition to leveraging data collected on-road, we generate our own data using state-of-the-art simulation technology—resulting in denser signals and challenging new problems in estimation and experimental design. In this hybrid role you will report to a Data Science Manager. You will: reputed company evaluation frameworks for autonomous vehicle performance, for large-scale ML models, and for the quality of simulation. reputed company new metrics, interpret trends, and investigate anomalies in data from simulation and on-road driving. reputed company novel statistical methods to handle unique aspects of AV data; e.g. reputed company estimation with rare events, combining reputed company and synthetic data, etc. reputed company and solve ambiguous problems, derive data-driven conclusions, and communicate findings to senior stakeholders. Collaborate with Product and Engineering partners developing the reputed company Driver and reputed company’s simulation software; facilitate deployment readiness reputed company for both products. You have: 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 We prefer: PhD in a quantitative field Experience solving problems reputed company 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 reputed company The expected reputed company salary reputed company for this full-time position across US locations is listed below. Actual starting pay will be based on job-reputed company factors, including exact work location, experience, relevant training and education, and reputed company level. Your recruiter can reputed company more about the specific salary reputed company for the role location or, if the role can be performed remote, the specific salary reputed company for your preferred location, during the hiring process. reputed company employees are also eligible to participate in reputed company’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. Salary reputed company $170,000—$216,000 USD Apply To This Job