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Высокая зарплата
Современный стек
Четкий scope
Топовый работодатель
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Текст:
Hirify AI/Оригинал
TL;DR
Senior Data Scientist (Autonomous Driving): Developing evaluation frameworks and statistical models to ensure safety and quality of the Waymo Driver with an accent on simulation quality and on-road performance. Focus on innovating novel statistical methods for rare event estimation, combining real and synthetic data, and solving complex experimental design problems.
Location: Hybrid; Must be based in Mountain View or San Francisco, California, USA
Salary: $204,000—$259,000 USD
Company
Waymo is an autonomous driving technology company building the world's most experienced driver to improve mobility and save lives through fully autonomous ride-hailing services.
What you will do
Develop evaluation frameworks for autonomous vehicle performance, large-scale ML models, and simulation quality.
Create new metrics and investigate anomalies using data from simulation and on-road driving.
Innovate novel statistical methods to handle rare events and the integration of synthetic data.
Frame ambiguous problems, scope technical priorities, and communicate data-driven findings to senior stakeholders.
Collaborate with Product and Engineering partners to facilitate deployment readiness decisions for the Waymo Driver.
Mentor other data scientists and provide constructive technical feedback across the organization.
Requirements
Degree in a quantitative field such as Statistics, Mathematics, or Physics.
5+ years of industry experience solving data science problems, or a PhD in a quantitative field with 3+ years of experience.
Expertise in advanced statistical methods in an applied setting and familiarity with ML systems.
Proficiency in Python, SQL, and R data analysis libraries.
Authorized to work in the US and based in Mountain View or San Francisco.
Nice to have
PhD in a quantitative field.
Experience in Autonomous Driving or Ride Hailing domains.
Knowledge of Deep Learning, Diffusion models, Traffic Modeling, or Safety Evaluation.
Proven track record of independently driving data science projects to deliver business value.
Culture & Benefits
Competitive base salary with a discretionary annual bonus program.
Equity incentive plan.
Generous company benefits program.
Opportunity to work with state-of-the-art simulation technology and a world-class autonomous driving team.
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