Perception Research Scientist
Location
- Singapore
- Suzhou, China
Role responsibilities
- To keep abreast of the current state-of-the-art perception algorithms, not limited to computer vision and machine learning
- To develop a variety of algorithms related to object detection, object classification, data fusion, intent prediction
- Software design and development
Required experience
- Masters or PhD in Computer Science, Robotics, or related fields
- Strong familiarity with perception algorithms, not limited to foreground extraction, scene segmentation, object tracking, sensor fusion
- Strong familiarity with either vision or lidar
- Experience with probabilistic perception
- Experience with research in robotics or related fields involving sensors
- Experience with C++ in a Linux environment
- Flexible problem-solver
Bonus experience
- Experience with ROS or other similar middleware
- Experience with data structures, object-oriented programming
- Experience with real world robotics deployment
- Experience with sensor calibration
- Experience with both vision and lidar
- Experience with machine learning
- Experience with GPU programming