Perception Engineer (autonomous)
SG, Singapore
Job Description
Perception Engineer
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
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Job Detail
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Job IdJD1628704
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationSG, Singapore
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EducationNot mentioned