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About the Role
We are hiring Senior and Staff ML Engineers to build critical driving behaviors for Level 2 to Level 4 autonomous driving. This is a product-focused role where you will train and iterate on end-to-end driving models, shipping them into cars on a fast timeline. You will own the full loop from data and training through evaluation and on-road validation, directly impacting high-priority commercial deliveries.
Responsibilities
- Develop AI driver model architecture and training algorithms to introduce and enhance driving behaviors for L2/L3/L4.
- Own key parts of the training model lifecycle, including evaluation strategy, success metrics, and iteration planning.
- Mine, curate, and bucket real-world and synthetic data to teach specific driving behaviors, and implement data schemes to support training.
- Run and analyze on-road and offline experiments, translate results into clear next steps, and drive improvements through repeated training cycles.
Requirements
- Proven experience training deep learning models with clear end-to-end ownership (data, training, evaluation, iteration).
- Experience taking ML models into production, including working through real-world constraints and quality and safety requirements.
Skills
- Reinforcement learning experience
- End-to-end driving models experience
- Transformer networks experience
- Automotive or OEM experience
- Deploying ML into physical systems experience
- Pytorch lightning training infrastructure experience
- Model compression experience
- Embedded systems deployment experience
Location
- Sunnyvale, London
- Israel
Work Type
- Full-time
- Hybrid
Experience Level
- Senior
- Staff
About the Company
- Wayve is a company focused on building critical driving behaviors for autonomous vehicles.