Singulato

Seeking Talents for Autonomous Driving: The candidate is expected to work in the US R&D team at Santa Clara office to design, implement, evaluate, and fine-tune algorithms and to deploy to our prototype vehicles. Programming in C++, Python. 1. PRINCIPAL/STAFF/SENIOR/ SOFTWARE ENGINEER - INFRASTRUCTURE Multi sensors (Camera, Radar, GPS, LiDAR), Hadoop, MySQL, ROS, OpenCV, PCL, OpenGL, QT 2. PRINCIPAL/STAFF/SENIOR/ SYSTEMS ENGINEER PERCEPTION Machine learning, camera calibration, multi sensor fusion, stereo vision, semantic segmentation, object detection / recognition and multi-object tracking, GPU 3. PRINCIPAL/STAFF/SENIOR/ SYSTEMS ENGINEER - CONTROL SYSTEM Robotics principles and practices, model predictive control, PID control, numerical optimization, vehicle dynamics and behavior models 4. PRINCIPAL/STAFF/SENIOR/ SYSTEMS ENGINEER MOTION PLANNING Machine learning, deep learning, route planning, behavioral planning, geometric modeling and trajec...