4 месяца назад
Senior Data Scientist (Autonomous Driving)
204 000 - 259 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
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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