About the job
We are seeking a talented and innovative Visual Perception Algorithm Engineer specializing in traffic light and road sign detection for autonomous vehicles. In this role, you will be responsible for the design, development, and iterative optimization of visual perception algorithms to ensure accurate recognition in complex urban environments.
Your key responsibilities will include leading the development of algorithms for traffic light detection, classification, state recognition, tracking, and prediction, addressing challenges such as occlusion, backlighting, rain, and nighttime scenarios.
You will also design and implement algorithms for fusing visual multi-sensor data, train and evaluate perception models, and optimize them for embedded automotive platforms while meeting computational and latency requirements.
Collaboration with system, localization, and planning teams will be crucial for algorithm integration, problem identification, and real-world testing. You will keep abreast of cutting-edge technologies, leading the selection and implementation of algorithm solutions to enhance the stability and robustness of our perception systems.
