Senior ML Engineer - End-to-End Autonomous Driving

Wayve; United States; Hybrid; USD 150,000 - 210,000; Full time

Job summary

Wayve in Sunnyvale, London, or Israel seeks Senior and Staff ML Engineers for the Driving Product team, building critical driving behaviours from data to on-road validation. You will own end-to-end training and evaluation, ship models into cars on a fast timeline, and directly impact commercial deliveries.

The role combines cutting-edge ML with real-world constraints, including safety and production readiness, with a hybrid office/work-from-home policy.

Qualifications

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

Responsibilities

• Develop AI driver model architecture and training for L2/L3/L4.
• Own training lifecycle: evaluation strategy, success metrics, iteration planning.
• Mine and curate real-world and synthetic data to teach driving behaviours and support training.
• Run on-road and offline experiments, translate results into next steps.

Skills

End-to-end ML lifecycle

Production ML systems

Deep learning training

Reinforcement learning

Transformers

PyTorch Lightning

Embedded deployments

Automotive / OEM experience

Job description

Wayve in Sunnyvale, London, or Israel seeks Senior and Staff ML Engineers for the Driving Product team, building critical driving behaviours from data to on-road validation. You will own end-to-end training and evaluation, ship models into cars on a fast timeline, and directly impact commercial deliveries.

The role combines cutting-edge ML with real-world constraints, including safety and production readiness, with a hybrid office/work-from-home policy.