Senior ML Engineer – End-to-End Driving Models (L2-L4)

Whereby; Greater London; Hybrid; GBP 110,000 - 170,000; Full time

Job summary

Wayve is hiring Senior and Staff ML Engineers that sit within the Driving Product organisation, building critical behaviours for L2 to L4 driving. You will train and iterate on end-to-end driving models and get them shipped into the car on a fast timeline measured in months.

You will own the full loop from data and training through evaluation and on-road validation, with direct impact on high-priority commercial deliveries (including the Nissan production and Robotaxi).

Qualifications

• Proven experience training deep learning models with end-to-end ownership (data, training, evaluation, iteration).
• Experience taking ML models into production with real-world constraints, quality and safety requirements.

Responsibilities

• Develop the AI driver model architecture and training algorithms for L2/L3/L4 driving behaviors.
• Own key parts of the training model lifecycle, including evaluation strategy and metrics.
• Mine, bucket, and curate real-world and synthetic data to teach driving behaviors.
• Run on-road and offline experiments, translate results into next steps and improvements.

Skills

Deep learning

End-to-end ML

Reinforcement learning

Transformer networks

Automotive domain

Data handling

Tools

PyTorch Lightning

Job description

Wayve is hiring Senior and Staff ML Engineers that sit within the Driving Product organisation, building critical behaviours for L2 to L4 driving. You will train and iterate on end-to-end driving models and get them shipped into the car on a fast timeline measured in months.

You will own the full loop from data and training through evaluation and on-road validation, with direct impact on high-priority commercial deliveries (including the Nissan production and Robotaxi).