WeRide.ai
Perception Engineer
WeRide.ai, San Jose, California, United States, 95199
WeRide is a leading, commercial-stage global company that develops autonomous driving technologies from Level 2 to Level 4. It offers an all-rounded product mix of Robotaxi, Robobus, Robosweeper, Robovan and Advanced Driving Solution to provide services. WeRide aims to develop safe and reliable driverless solutions to make our mobility and transportation safer, more affordable, and accessible.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 occupancyMap 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 systemDevelop efficient offboard “loop” to allow fast iteration on long-tail scenariosRequirements:
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 optimizationSolid skills in problem solving, algorithms, and data analysisGood communication and coordination skillsSelf-motivated and believe in the future of self-driving-carsPlus:
Rich experience in C++ development, multithreading, memory management, computing optimizationRich experience in multi-sensor fusion and 3d/2d trackingPublications on top-tier conferences and journalsSalary Range: Your base pay is one part of your total compensation package. For this position, the reasonably expected pay range is between $130,000 - $182,000 for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for an annual performance bonus, equity, and a competitive benefits package.WeRide.aioffers 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
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 occupancyMap 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 systemDevelop efficient offboard “loop” to allow fast iteration on long-tail scenariosRequirements:
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 optimizationSolid skills in problem solving, algorithms, and data analysisGood communication and coordination skillsSelf-motivated and believe in the future of self-driving-carsPlus:
Rich experience in C++ development, multithreading, memory management, computing optimizationRich experience in multi-sensor fusion and 3d/2d trackingPublications on top-tier conferences and journalsSalary Range: Your base pay is one part of your total compensation package. For this position, the reasonably expected pay range is between $130,000 - $182,000 for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for an annual performance bonus, equity, and a competitive benefits package.WeRide.aioffers 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