7 дней назад
Machine Learning Engineer, Prediction & Planning (Autonomous Vehicles)
175 000 - 215 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer, Prediction & Planning (Autonomous Vehicles) (AI/autonomous driving): Developing ML-powered prediction and planning systems for autonomous vehicles with an accent on deep neural networks, foundation models, reinforcement learning, and production integration. Focus on framing real-world driving challenges as ML problems, evaluating large models, and creating safe, smooth behavior for all road users.
Location: Hybrid role associated with Mountain View, California, and San Francisco, California; US-based positions
Salary: $175,000–$215,000 USD base annually, plus potential 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 ML-powered prediction and planning systems for autonomous vehicles.
- Frame real-world driving challenges as machine learning problems and apply deep learning, foundation models, and reinforcement learning.
- Develop and evaluate large models for prediction and planning tasks.
- Integrate models into production planning software for real-world autonomous driving applications.
- Collaborate with researchers, engineers, product owners, and planner teams to create safe and smooth behavior for road users.
Requirements
- Bachelor’s degree in Computer Science, Machine Learning, Robotics, or a similar technical field.
- 2+ years of experience in machine learning modeling and/or autonomous vehicles.
- Contributions to the ML community through publications, open-source projects, or significant industry impact.
- Hands-on experience with TensorFlow, JAX, or PyTorch.
- Proficient programming skills in Python and C/C++, along with strong analytical and debugging skills.
Nice to have
- Master’s or PhD in Computer Science, Machine Learning, Robotics, or a related field.
- Publications in leading machine learning, computer vision, robotics, or NLP conferences.
- Software engineering experience with motion planning or related robotics problems.
- Experience applying or evaluating ML systems in production.
- Experience optimizing deep models for specific hardware architectures.
Culture & Benefits
- Hybrid work arrangement.
- Collaboration with researchers, engineers, and product owners on autonomous driving systems.
- Eligibility for a discretionary annual bonus, equity incentive plan, and company benefits program.
Hiring process
- Team matching takes place after onsite interviews.
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