Staff Software Engineer, Planner Evaluation (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Staff Software Engineer (AI/Robotics): Developing signals and metrics to measure and improve the driving qualities of the Waymo Driver with an accent on statistical analysis and simulation. Focus on building data processing pipelines and creating a strong connection between onboard software changes and simulated outcomes.
Location: Hybrid; must be based in Mountain View, San Francisco, or New York City, USA
Salary: $251,000—$310,000 USD
Company
Waymo is an autonomous driving technology company focused on building the world's most experienced driver to improve mobility and safety.
What you will do
- Develop performance signals for the Waymo driver using statistics, math, physics, algorithms, and ML.
- Mine real-world driving logs and utilize simulation to measure driving performance.
- Design and implement methods to link onboard software changes to simulated outcomes.
- Analyze data to improve the quality and interpretability of performance metrics.
- Champion code health and best practices within a large and complex codebase.
- Collaborate with engineers, data scientists, and leadership to deliver evaluation products.
Requirements
- BS in Computer Science, Robotics, Statistics, Physics, Math, or another quantitative area.
- 4-7 years of industry experience.
- Proficiency in navigating and modifying large codebases using C++, Python, and SQL.
- Strong experience in performing statistical analyses and building data processing pipelines.
- Must be based in one of the following US locations: Mountain View, San Francisco, or New York City.
Nice to have
- Experience with Machine Learning (ML) and A/B experiment infrastructure.
- Expertise in building and validating metrics for complex systems.
- Experience working within the autonomous vehicle (AV) industry.
- Exposure to ad-hoc data analysis tools for rapid modeling and prototyping.
Culture & Benefits
- Hybrid work schedule.
- Eligibility for a discretionary annual bonus program.
- Equity incentive plan.
- Generous company benefits program.
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