Perception Engineer – Singapore
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At a glance
Job overview
WeRide is hiring a Perception Engineer – Singapore. WeRide is seeking a Perception Engineer to develop autonomous driving technologies. The role involves solving challenging AI and robotics problems, advancing the state of the art in computer vision, sensor fusion, machine learning, object tracking, and motion planning. The company holds driverless permits in China, the UAE, Singapore, and the US.
Key focus areas include Research and develop efficient, end-to-end ML solutions for Perception with sensor fusion, Develop efficient and robust onboard system, and Develop efficient offboard “loop” to allow fast iteration on long-tail scenarios.
Important skills include Data Structures and Algorithms, C++ Coding, Computer Vision, Machine Learning, Model Optimization, and Problem Solving. Preferred (not required): Concurrency.
Skills & qualifications
Skills
Qualifications
Full job description
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 (Singapore) is looking for world class coders to work on transforming mobility by solving some of the most challenging AI and robotics problems. You will work with world-class experts in the field of mobility solutions and advance the state of the art in areas such as computer vision, sensor fusion, machine learning, object tracking, and motion planning.
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
- 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
WeRide (Singapore) offers competitive salary and excellent employee benefits. Our office is located in the One-north area, a 5min walk from the one-north MRT station. If interested, please send your resume/CV to alex.mah@weride.ai.
More about WeRide:
Website: https://www.weride.ai/
Youtube: https://www.youtube.com/@WeRideAI
LinkedIn: https://www.linkedin.com/company/werideai
Twitter: https://twitter.com/weride%5Fai
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