Zoox
Senior Machine Learning Engineer - Perception 3D Segmentation
Foster City, CA · On-site · Senior
- Discipline
- Software
- Industry
- Automotive
Spec sheet
Automatically summarized from the employer’s posting. Check the original description below for full requirements.
Software
Senior Machine Learning Engineer focusing on perception 3D segmentation. Architect and optimize high-performance DL models for 3D voxel representations using multi-sensor data (Lidar, Radar, Cameras) to support planning and navigation in urban driving environments.
Required
- deep learning
- perception
- 3D segmentation
- voxel representations
- Lidar/Radar/Camera fusion
- high-performance models
- geometry and motion estimates
- downstream planners
Preferred
- autonomous driving
- ROS
- CUDA
- PyTorch
- TensorRT
- sensor fusion
- benchmarking
- real-time systems
Employer description
The Perception team at Zoox is responsible for the robot’s understanding of the world, fusing data from Lidar, Radar, and Cameras to create a unified representation of the environment. In this role, you will contribute to the development of our next-generation 3D occupancy and segmentation networks. You will architect and optimize high-performance deep learning models that generate dense, temporally consistent voxel representations of the driving environment. This work is critical for enabling our vehicle to navigate complex urban scenarios, handle rare obstacles, and drive safely in tight spaces by providing precise geometry and motion estimates to downstream planners.
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