2 часа назад
Staff/Lead Machine Learning Engineer (Autonomous Vehicles)
235 030 - 352 290$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Staff/Lead Machine Learning Engineer (Autonomous Vehicles): Building and deploying machine learning models for autonomous vehicle behavior and planning with an accent on foundation and world models, reinforcement and imitation learning, and transformer-based prediction. Focus on generalizing driving behavior across new geographies and vehicle platforms, managing the full ML lifecycle, and driving on-road deployment.
Location: Mountain View, California, United States
Salary: $235,030–$352,290 base pay per year, plus annual performance bonus, equity, and benefits.
Company
develops Level 4 autonomous driving technology and a universal autonomy platform for robotaxis, logistics fleets, and personal vehicles.
What you will do
- Lead machine learning initiatives across the autonomy stack from problem definition through on-road deployment.
- Design, train, and productionize models for behavior and planning, including foundation and world models, LLM/VLM reasoning, reinforcement and imitation learning, generative models, diffusion models, and transformer-based prediction.
- Build models that generalize to new U.S. and global geographies and adapt to different vehicle platforms.
- Own the full model lifecycle, including data, training, onboard inference, evaluation, and continuous on-road iteration.
- Collaborate with Perception, Simulation & Evaluation, ML Infra & Data, Autonomy, and Research teams.
- Mentor engineers and researchers while shaping technical strategy and roadmap.
Requirements
- 7+ years of experience building and deploying machine learning systems and leading complex technical initiatives.
- Master’s or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, Robotics, or a related field, or equivalent practical experience.
- Strong machine learning foundations with depth in sequential decision-making, prediction, generative modeling, foundation/world models, or representation learning.
- Experience across the ML development cycle, from data collection and training to deployment, onboard inference, evaluation, and data iteration.
- Strong programming and problem-solving skills in Python and/or C++.
- Ability to lead cross-functional initiatives, work independently, and communicate clearly with stakeholders.
Nice to have
- Experience in autonomous vehicles or robotics and familiarity with autonomy or planning stacks.
- Experience mentoring engineers or leading a team, with interest in a management or technical leadership track.
- Experience with PyTorch, JAX, or TensorFlow.
- Research contributions to venues such as NeurIPS, ICLR, ICML, CVPR, RSS, or CoRL.
Culture & Benefits
- Annual performance bonus, equity, and a competitive benefits package.
- Inclusive workplace focused on diversity and psychological safety.
- Opportunity to work on autonomous vehicles deployed in the physical world.
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