1 день назад
Senior Machine Learning Engineer, Vehicle Interaction & Behavior Policy ML (Autonomous Driving)
213 000 - 263 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer, Vehicle Interaction & Behavior Policy ML (Autonomous Driving): Developing and releasing learned driving policies for complex navigation and yielding scenarios with an accent on multimodal perception, behavioral planning, and production-ready autonomous driving models. Focus on evaluating policies in closed-loop simulation, meeting strict safety metrics, and transitioning rule-based heuristics to scalable data-driven systems.
Location: Mountain View, California, United States; onsite and hybrid work arrangements are stated.
Salary: $213,000–$263,000 USD annual base salary, plus eligibility for an annual bonus, equity incentives, and company benefits.
Company
Waymo develops autonomous driving technology and operates a fully autonomous ride-hail service powered by the Waymo Driver.
What you will do
- Develop, evaluate, and release learned driving policies for complex navigation and yielding scenarios.
- Bridge multimodal perception and planning systems to produce robust behavioral actions.
- Deploy learned models into closed-loop simulation environments and benchmark them against strict safety metrics.
- Transition validated models into production releases for real-world autonomous navigation.
- Advance the replacement of rule-based heuristics with scalable, data-driven learned policies.
Requirements
- 2–5+ years of experience training and releasing machine learning models in autonomous driving, robotics, or complex spatial AI.
- Hands-on experience across perception and planning stacks.
- Experience with learned driving policies, including reinforcement learning or imitation learning.
- Proficiency with PyTorch or JAX and closed-loop simulator evaluation.
- Track record of releasing machine learning models to production.
Nice to have
- Familiarity with Vision-Language-Action models and World Models.
- Experience using foundation models and AI tools for scenario generation, evaluation analysis, and rapid experimentation.
Culture & Benefits
- Cross-functional work at the intersection of perception and planning.
- Participation in a discretionary annual bonus program, subject to eligibility.
- Equity incentive plan, subject to eligibility.
- Company benefits program, subject to eligibility.
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