Senior / Staff Machine Learning Engineer - Perception Attributes
Core
Develop and maintain robust perception attribute models for vehicles, pedestrians, and cyclists to generate critical signals for autonomous driving prediction and planning.
Role type
Senior/Staff Machine Learning Engineer (Perception Attributes)
Builds
Behavioral models for road users serving the autonomous driving stack
Domain
Autonomous driving / Computer Vision
Deliverable
production ML models
Required skills
Deep Learning model training and deployment, Knowledge distillation from foundation models, Production ML pipeline design, Python programming, Algorithm design, Mathematical modeling
Preferred skills
VLMs/VLAs/ViTs familiarity, Large model distillation in production, C++
Responsibilities
Lead development of behavioral models for vehicles, pedestrians, and cyclists; Create and maintain perception attribute models; Collaborate with Prediction and Planning teams to optimize model outputs; Work with data labeling and ontology teams on attribute definitions and auto-labeling strategies
Seniority
Senior/Staff, hands-on IC
