Staff / Senior Machine Learning Engineer, AV Core

Job summary

Responsibilities

As a Senior/Staff Machine Learning Engineer in Wayve's AV Core organization, you will lead the technical direction and delivery of learned emergency manoeuvre prediction and collision detection models.

• Drive Core Model Safety roadmap themes, owning the full lifecycle from research to offline/online experiments to technology transfer.
• Train and deploy end-to-end AV 2.0 models for emergency manoeuvre prediction and collision detection on our global fleet, using large-scale, diverse data to validate capabilities…
• Collaborate on online occupancy models for geometric and semantic perception.
• Build high-value open-loop and closed-loop evaluations for core capabilities and representation learning.
• Align priorities and learn from the organisation — with AV Core, Evaluation, and Product Engineering on roadmaps and failure modes; from fleet, simulation, and product feedback…

Tech stack

• Python
• PyTorch
• C++
• CUDA