Senior Machine Learning Engineer, Driving Product

Job summary

Responsibilities

Wayve is not a mature, fully-structured place with the playbook already written. Much of how we work is still being written, and if you join, you’ll help write it. That suits people who want real ownership more than people who need a settled structure from day one.

• Develop the AI driver model architecture and training algorithms to introduce and enhance driving behaviours for L2/L3/L4
• Own key parts of the training model lifecycle, including evaluation strategy, success metrics, and iteration planning
• Mine, bucket, and curate real-world and synthetic data to teach specific driving behaviours, and implement data schemes to support training
• Run and analyse on-road and offline experiments, translate results into clear next steps, and drive improvements through repeated training cycles
• Models that predict vehicle trajectories and interact directly with controllers and actuators, closing the loop between prediction and real-world vehicle performance

Tech stack

• Python
• PyTorch