2027校园招聘: 研发类-自动驾驶方向
Core
Develop autonomous driving data engines, end-to-end algorithms, localization, perception, and prediction/planning systems for mining vehicles.
Role type
Senior IC autonomous driving algorithm and systems engineer
Builds
Autonomous driving stacks for mining vehicles (data pipelines, end-to-end models, localization, perception, planning)
Domain
Autonomous driving / Mining equipment
Deliverable
production ML models | product features
Required skills
Deep learning (PyTorch/TensorFlow), C++, Python, Multi-sensor fusion, SLAM, Transformer architectures, Optimization (POMDP/iLQR), Linux
Preferred skills
World models, Sim-to-Real, VLA, Game theory, ROS/ROS2, Jetson/Orin deployment
Technologies
PyTorch, TensorFlow, C++, Python, ROS, ROS2, CUDA, TensorRT, LiDAR, GNSS/RTK, IMU, EKF, BEVFormer, Occupancy Networks
Responsibilities
Develop data engineering and training infrastructure; Research end-to-end sensor-to-planning models; Implement high-precision localization and navigation algorithms; Build multi-sensor fusion perception systems; Research multi-agent trajectory prediction and decision-making
Seniority
Senior, hands-on IC
