Focus on Lidar perception R&D for mining autonomous vehicles, designing and implementing core algorithms for target detection, recognition, and segmentation
Job Summary
Focus on Lidar perception R&D for mining autonomous vehicles, designing and implementing core algorithms for target detection, recognition, and segmentation.
Optimize Lidar perception algorithm performance and robustness for challenging mining environments, ensuring real-time stable operation in dusty, varying light, and multi-obstacle scenarios.
Collaborate with perception architecture teams and vision algorithm engineers to fuse Lidar perception modules with other sensors like cameras and millimeter-wave radar, enhancing overall environmental perception accuracy and consistency.
Matching Summary
Focus on Lidar perception R&D for mining autonomous vehicles, designing and implementing core algorithms for target detection, recognition, and segmentation.
Skills & Requirements
Must-have
Lidar point cloud processing
3D object detection algorithms
Deep learning for Lidar
C/C++ programming
Python scripting
Linux development environment
Nice-to-have
Strong analytical problem-solving skills
Proactive and collaborative team player
Experience with industrial scenarios
Key Requirements
Master's degree or above
3+ years of autonomous driving/robot perception algorithm development experience
Complete project experience from sensor selection to deployment