Job Description
• Define requirements, specifications and testing criteria for perception algorithms based on customer inputs
• Develop traditional algorithms or AI models for Vision, LIDAR and multi-sensor fusion based perception for autonomous driving
• Object Detection
• Semantic segmentation
• Sensor fusion of Lidar, Camera and Radar
• Multi-target tracking
• Evaluation and benchmarking of algorithm performance
• Data and Ground truth preparation
• Detailed Reporting and Documentation
Education and Experience
• Bachelor’s / Master’s degree in computer science or related field.
• Experience of Vision and Lidar data processing
• Image/Point cloud data pre-processing
• Object recognition
• Segmentation
• Extensive experience of one or more of the following
• Deep learning applied to vision, Lidar
• Other modern machine learning methods
• Sensor fusion of RGB and depth
• 3+ years of experience in C++/ Python software development
Preferred Skills
• Experience in the field of robotics, automotive systems
• Proven track record of publications in relevant conferences
• Excellent analytical, communication and writing skills