Senior Machine Learning Engineer - Perception
Core
Design and implement detection models using fused sensor data for next-generation driving software, focusing on joint detection/tracking and semantic embeddings.
Role type
Senior IC machine learning engineer (perception/autonomous driving)
Builds
Production ML models for autonomous vehicle perception systems
Domain
Autonomous vehicles / Computer Vision
Deliverable
production ML models
Required skills
Training ML models, SOTA approach implementation, model ablation/modification, model deployment to production, experimental documentation, data visualization, cross-functional collaboration
Preferred skills
Joint detection and tracking models, end-to-end training and evaluation setup
Technologies
PyTorch
Responsibilities
Train ML models and conduct studies on SOTA approaches; Document experimental outcomes and drive model deployment; Visualize input/output data to identify issues; Collaborate with ML optimization, data labeling, metrics, and planner teams
Seniority
Senior, hands-on IC
