Sr/Staff Perception Machine Learning EngineerPosted today
The opportunity
At Lucid, we are creating exceptional mobility experiences through innovation to drive the world forward. Built on Lucid’s proprietary technology and software-defined vehicle architecture, our award-winning vehicles bring our “Compromise Nothing™” approach to the global automotive market.
What you'll do
Develop and optimize perception algorithms for Level 2/2+/3 autonomous: driving systems using camera, LiDAR and radar data.
Design and implement cutting-edge deep learning algorithms for 2D/3D object: detection, segmentation, tracking, and multi-task learning.
Design, train, and evaluate machine learning or deep learning models for: detecting vehicles, pedestrians, and other road users.
Sensor fusion with data from camera, lidar, radar and/or inertial sensors.
Research and integrate BEV-based transformer models for perception tasks.
Collaborate with cross-functional teams to ensure seamless integration and robust implementation.
What they're looking for
- Deploy, test and release perception algorithms into Lucid production programs.
- Support the validation and verification of perception algorithms using prototype and pre-production vehicles.
- Propose innovative software algorithms to enhance future autonomous driving capabilities.
- Strong theoretical foundations and expertise in deep learning algorithms,: including dynamic and static object detection, tracking, and segmentation.
