Machine Learning Engineer, II - 3D Perception
Core
Develop and improve production machine learning models for Bird's Eye View (BEV) 3D perception in autonomous trucks using multi-modal sensor data.
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
Preferred skills
LiDAR/point cloud processing, sensor fusion, BEV representations, C++, ROS, distributed training, temporal perception models
Technologies
PyTorch, Python, LiDAR, ROS, C++
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