Staff Machine Learning Engineer (Simulation)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Machine Learning Engineer (Simulation): Developing and scaling production-grade machine learning models to assess autonomous vehicle behavior with an accent on large-scale data systems and simulation workflows. Focus on building reward functions, integrating state-of-the-art ML into production, and improving the performance of the autonomous driving technology stack.
Location: Onsite in Mountain View, CA; San Francisco, CA; or New York City, NY
Salary: $251,000–$310,000 USD
Company
Waymo is an autonomous driving technology company dedicated to building the world's most trusted driver to improve mobility and safety.
What you will do
- Develop and deploy ML models to evaluate autonomous vehicle behavior.
- Build and maintain robust ML infrastructure to support high-performance models.
- Collaborate across cross-functional teams to bring state-of-the-art research into production systems.
- Design and operate large-scale data systems and simulation workflows.
- Combine expert human judgment with advanced ML models to deliver high-quality training data.
Requirements
- BS in Computer Science, Robotics, Statistics, Physics, Math, or equivalent experience.
- 5+ years of experience building productionized ML models.
- Proficiency in Python and C++ for production system design.
- Strong background in applied Deep Learning.
- Proven track record in improving model quality.
Nice to have
- 8+ years of experience building productionized ML models.
- Experience in reinforcement learning or transfer learning.
- Experience working with large-scale data and complex models.
Culture & Benefits
- Participation in discretionary annual bonus program and equity incentive plan.
- Comprehensive company benefits program.
- Opportunity to work on cutting-edge autonomous driving technology.
- Collaborative environment focused on safety and innovation.
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