Senior ML Engineer - End-to-End Autonomous Driving

Wayve

United States

Hybrid

USD 150,000 - 210,000

Full time

14 days+
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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.

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