Machine Learning Engineer, ADAS
Core
Building computer vision and 3D perception models for automated driving systems, focusing on detection, classification, and instance segmentation for lanes, objects, traffic signs, and lights.
Role type
Machine Learning Engineer (ADAS Perception)
Builds
End-to-end AI software and foundation models for mapless, hardware-agnostic autonomous driving.
Domain
Autonomous driving / Computer Vision / 3D Perception
Deliverable
production ML models
Required skills
Deep learning system development, 3D perception concepts (LiDAR, multi-view geometry, tracking, 3D reconstruction), scalable data pipeline engineering, model evaluation, end-to-end ownership
Preferred skills
Experience with online (on-car) and offline (large-scale data generation) model work, pragmatic problem-solving under product constraints
Technologies
LiDAR, multi-view geometry, tracking, 3D reconstruction, auto-labelling, pseudo-labelling
Responsibilities
Train, debug, and improve CV/3D perception models; build scalable data pipelines including auto-labelling; iterate models based on evaluation signals; contribute to offline pipelines for tracking and 3D reconstruction.
Seniority
Mid-to-Senior, hands-on IC