Perception Engineer – ML/CV and Algorithms - Singapore
One-north
Software Engineering /
Full-time /
On-site
Company Introduction
WeRide is a smart mobility start-up whose mission is to transform mobility with autonomous driving. We are committed to build better transportation experience that’s safe, efficient, affordable and joyful. We have an elite team of entrepreneurs and technologists who share the same passion and pursue continuous excellence in their work.
For more information, please visit: http://www.weride.ai, or follow the official WeChat account: WeRide (文远知行).
WeRide (Singapore) is looking for a 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
- 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
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_ai
