Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops autonomous driving technologies from Level 2 to Level 4 and is the world's first publicly listed autonomous vehicle (AV) company. Its business footprint now spans more than 60 cities across 13 countries. Powered by the intelligent, versatile, and highly adaptable WeRide One platform, the company provides autonomous driving products and services ranging from Level 2 to Level 4, addressing mobility, logistics, and urban services.
WeRide.ai Silicon Valley team is looking for Perception engineer to implement the next generation automotive vision and machine learning algorithms.
What you will do
Research and develop efficient, end-to-end ML solutions for Perception with sensor fusion, including but not limited:
Obstacle detection and understanding (e.g. obstacles’ 3D location, motion properties, and fine-grained attributes)
Understanding of the drivable space and 3D occupancy
Map sensing (e.g. lane boundary and topology)
Scene understanding (e.g traffic light, short/long-term intent of vehicles, construction zone, etc.)
Develop efficient and robust onboard system
- Develop efficient offboard “loop” to allow fast iteration on long-tail scenarios
- Requirements:
- Have strong abilities in both algorithms and C++ coding; or have strong expertise in at least one of these fields: computer vision, machine learning, and model optimization
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Solid skills in problem solving, algorithms, and data analysis
Good communication and coordination skills
- Self-motivated and believe in the future of self-driving-cars
- Plus:
- Rich experience in C++ development, multithreading, memory management, computing optimization
Rich experience in multi-sensor fusion and 3d/2d tracking
Publications on top-tier conferences and journals
