北京-自动驾驶感知模型算法工程师(J100787)
Core
Develop and optimize multi-modal perception algorithms for autonomous driving using cameras, LiDAR, and 4D radar to enable obstacle detection, semantic segmentation, and tracking.
Role type
Senior IC autonomous driving perception algorithm engineer
Builds
Perception models for autonomous driving systems
Domain
Autonomous driving / Computer vision / Sensor fusion
Deliverable
production ML models
Required skills
C++, Python, Linux development, deep learning, computer vision, point cloud processing, BEV modeling, occupancy networks, multi-sensor fusion
Preferred skills
Large language models, vision-language models, top-tier conference publications (CVPR, ICCV, ICRA, IROS)
Responsibilities
Design and implement core perception algorithms; explore frontier technologies like end-to-end perception and world models; build data closed-loop systems for model generalization; collaborate on engineering deployment and performance optimization
