Intelligent vehicle system based on big data and cloud computing vehicle networking service and solution. 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 trajectory generation 5. PRINCIPAL/STAFF/SENIOR/ SYSTEMS ENGINEER - FULL-STACK End-to-end system stack, Linux, ROS, realtime OS, distributed system, Nvidia Driveworks 6. PRINCIPAL/STAFF/SENIOR/ MACHINE LEARNING SCIENTIST Caffe or Tensorflow, deep learning, computer vision, GPU 7. PRINCIPAL/STAFF/SENIOR/ SOFTWARE ENGINEER – SIMULATION Physical simulation, large infrastructure system, realistic virtual cities, scenario creation, Gazebo, Unity, Unreal... 8. PRINCIPAL/STAFF/SENIOR/ SYSTEMS ENGINEER – MAPPING & LOCALIZATION Localization, probabilistic filtering, and nonlinear optimization, SLAM and GNSS/INS, pose estimation, MapReduce, Spark 9. PRINCIPAL/STAFF/SENIOR/ Software Engineer Software platform, RTOS, GPU, open source, simulation, V2X, mapping, cloud computing, C/C++/Python. We offer competitive salary, excellent health, dental, vision, and life insurance, 401K, and paid vacations. Send resume to Kevin.Bai@singulato.com.