Senior, Machine Learning Engineer - 3D Perception
Core
Design, develop, and deploy production machine learning models for Bird's Eye View (BEV) perception to enable autonomous trucks to perceive and understand the world around them.
Role type
Senior IC machine learning engineer (3D perception)
Builds
Production-ready perception capabilities for autonomous truck autonomy stack
Domain
Autonomous driving / Robotics / Computer Vision
Deliverable
production ML models
Required skills
Python, PyTorch, deep learning architectures, 3D perception systems, model debugging, cross-functional collaboration, independent delivery
Preferred skills
LiDAR/point cloud processing, sensor fusion, temporal perception models, C++, ROS, distributed training, perception evaluation frameworks
Technologies
PyTorch, C++, ROS
Responsibilities
Design and deploy production ML models for BEV perception; own end-to-end model development from data prep to deployment; analyze model performance and iterate to improve robustness; collaborate to integrate models into production software; mentor junior engineers
Seniority
Senior, hands-on IC