Senior Applied ML Scientist (Autonomous Vehicles)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Applied ML Scientist (Autonomous Vehicles): Developing performance metrics and evaluation frameworks for the Waymo Driver software stack with an accent on statistical analysis, simulation, and machine learning. Focus on mining complex real-world driving logs and designing robust data pipelines to improve the quality and interpretability of autonomous driving systems.
Location: Hybrid role, must be based in the US (Mountain View, San Francisco, or New York City)
Salary: $213,000–$263,000 USD
Company
Waymo is an autonomous driving technology company dedicated to improving mobility and safety through its fully autonomous driver platform.
What you will do
- Develop signals to measure performance and driving qualities using statistics, math, and machine learning.
- Utilize simulation and real-world driving logs to evaluate software changes.
- Design methods to connect onboard software updates with simulated outcomes.
- Champion code health and best practices within a large, complex codebase.
- Analyze data to provide actionable recommendations for metric quality and interpretability.
- Collaborate with cross-functional teams of engineers, statisticians, and leadership.
Requirements
- BS in Computer Science, Robotics, Statistics, Physics, Math, or a related quantitative field.
- 2-3 years of industry experience navigating and modifying large codebases.
- Proficiency in C++, Python, and SQL.
- Strong experience in statistical analysis and building data processing pipelines.
- Ability to write, review, and maintain code following industry standards.
- Must be eligible to work in the United States.
Nice to have
- Experience with ML and A/B experiment infrastructure.
- Experience building and validating metrics for complex systems.
- Exposure to ad-hoc data analysis tools for rapid prototyping.
- Prior experience working in the autonomous vehicle industry.
Culture & Benefits
- Participation in a discretionary annual bonus program.
- Equity incentive plan eligibility.
- Comprehensive company benefits program.
- Collaborative environment focused on solving complex, open-ended problems.
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