Senior Machine Learning Engineer, AV Core
Core
Lead large-scale data enrichment, curation, and hard/rare event mining to support robust collision avoidance and model safety in autonomous driving systems.
Role type
Senior IC machine learning engineer (data & safety)
Builds
Data enrichment workflows, out-of-distribution detection mechanisms, and ML operations stack for autonomous vehicles
Domain
Autonomous driving / Embodied AI
Deliverable
production ML models (via careerplan.io/jobs/c65879b5-065c-4c29-87ae-3b74f4be2f98-senior-machine-learning-engineer-av-core-at-wayve)
Required skills
Python, PyTorch, ML operations, distributed computing, large-scale inference, software engineering practices, system design
Preferred skills
Autonomous vehicles/robotics deployment, rare event mining with simulation/fleet data, cloud monitoring, transformer-based architectures, C++, CUDA
Technologies
PyTorch, Python, C++, CUDA, distributed training, cloud platforms
Responsibilities
Lead data enrichment and curation initiatives; Build workflows for mining hard and rare events; Design and train out-of-distribution detection mechanisms; Improve efficiency of the machine learning and operations stack; Collaborate across pre/mid-training, reward modelling, and simulation teams
Seniority
Senior, hands-on IC