Senior Machine Learning Engineer, ADAS
Core
Build and ship computer vision and 3D perception models for end-to-end autonomous driving systems in real vehicles. (via careerplan.io/jobs/84102d00-fc27-4978-9c68-d3b269ea4deb-senior-machine-learning-engineer-adas-at-wayve)
Role type
Senior IC machine learning engineer (ADAS perception)
Builds
Production perception stack for autonomous vehicles
Domain
Autonomous driving / Computer Vision / 3D Perception
Deliverable
production ML models
Required skills
Deep learning engineering, 3D perception (LiDAR, multi-view geometry, tracking, reconstruction), end-to-end model development, scalable data pipeline construction, evaluation of perception systems
Preferred skills
Automotive domain experience, online perception optimization, offline data generation strategies
Technologies
LiDAR, multi-view geometry, 3D reconstruction, auto-labelling, pseudo-labelling
Responsibilities
Train and debug CV/3D perception models, build scalable data pipelines for model development, partner on prioritizing system improvements, develop online perception for in-car deployment and offline perception for data quality enhancement
