Perception Engineer – ML/CV and Algorithms
Join to apply for the Perception Engineer – ML/CV and Algorithms role at WeRide
Perception Engineer – ML/CV and Algorithms
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Join to apply for the Perception Engineer – ML/CV and Algorithms role at WeRide
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Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops autonomous driving technologies from Level 2 to Level 4. WeRide is the only tech company in the world that holds driverless permits in China, the UAE, Singapore and the US, conducting autonomous driving R&D, tests and operations in over 30 cities of 9 countries around the world. WeRide has operated a self-driving fleet for more than 1,800 days.
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
- 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
- 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
- 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
WeRide.ai offers competitive salary depending on the experience. Employee benefits include:
Premium Medical, Dental and Vision Plan (No cost from employees or their families)
Free Daily Breakfast, Lunch and Dinner
Paid vacations and holidays
401K plan
Seniority level
Seniority level
Entry level
Employment type
Employment type
Full-time
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Job function
Engineering and Information TechnologyIndustries
Technology, Information and Internet
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