обновлено 4 дня назад
Software Engineer - Learned Trajectory Machine Learning Engineer (Autonomous Vehicles)
189 000 - 270 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer - Learned Trajectory Machine Learning Engineer (Autonomous Vehicles): Developing deep learning models that generate driving trajectories for autonomous vehicles with an accent on imitation learning, reinforcement learning, and trajectory quality estimation. Focus on training transformer-based models, building production ML pipelines, analyzing system errors, and solving planning challenges in complex urban environments.
Location: Foster City, California, United States; hybrid workplace
Base salary: $189,000–$270,000 per year, excluding RSUs, stock appreciation rights, and any sign-on bonus.
Company
Zoox is developing a fully autonomous vehicle fleet and the supporting mobility ecosystem for urban environments at the intersection of robotics, machine learning, and design.
What you will do
- Develop deep learning models using imitation learning and reinforcement learning to generate driving plans for autonomous vehicles.
- Design techniques to estimate driving-plan quality across safety, progress, comfort, and related dimensions.
- Use large-scale machine learning infrastructure to develop and evaluate new solutions.
- Build metrics and analysis tools to identify errors and measure system improvements.
- Collaborate with Perception, Planning, Simulation, and Systems Engineering teams on autonomous driving in complex urban environments.
Requirements
- BS, MS, or PhD in computer science or a related field.
- Experience training and deploying transformer-based architectures and reinforcement learning systems.
- Experience with production machine learning pipelines, including dataset creation, training frameworks, and metrics pipelines.
- Fluency in C++ or Python with a basic understanding of C++.
- Extensive programming and algorithm design experience, together with strong mathematics skills.
Nice to have
- Machine learning or robotics publications in conference or journal venues.
- Experience with prediction, autonomous vehicles, or robotics.
Culture & Benefits
- Hybrid work environment in Foster City, California.
- Paid time off, including sick leave, vacation, and bereavement leave, plus unpaid time off.
- Health, long-term care, disability, and life insurance.
- Amazon RSUs and Zoox Stock Appreciation Rights.
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