Senior Machine Learning Engineer, ADAS
Core
Train, debug, and improve computer vision and 3D perception models for end-to-end autonomous driving systems, focusing on online in-car performance and offline data generation.
Role type
Senior IC machine learning engineer (ADAS perception)
Builds
Production perception stack for autonomous vehicles (detection, classification, instance segmentation)
Domain
Autonomous driving / Computer Vision / 3D Perception
Deliverable
production ML models
Required skills
Deep learning systems, 3D perception (LiDAR, multi-view geometry, tracking, reconstruction), end-to-end ML lifecycle ownership, scalable data pipelines (auto/pseudo-labelling), evaluation metrics
Preferred skills
Automotive domain experience, end-to-end AI approaches
Technologies
LiDAR, 3D reconstruction, multi-view geometry, auto-labelling, pseudo-labelling
Responsibilities
Train and debug CV/3D perception models, build scalable data pipelines, partner on system performance gaps, iterate based on evaluation signals
Seniority
Senior, hands-on IC
