R&D of Environmental Perception Technology

Machine Learning (inc. Deep Learning) | Computer Vision, Image Processing | Mobile Robot, Drone, Autonomous Nav | Automotive, Manufacturer | Semiconductor

Location	Shinagawa-ku, Tokyo
Company	Japanese semicon maker holding top share in imaging sensor
Job Description	You will be working on AI-based external sensing technology using multi-sensors (camera, LiDAR, RADAR, etc.) required for autonomous driving and advanced driver assistance systems. The main tasks will be developing highly accurate, robust and lightweight models, learning technologies such as self-learning, and data development such as data variation evaluation and automatic annotation. You will also be working on the development of cutting-edge technologies and their product application through collaboration with overseas research institutes and universities. Specifically, you will be working on semantic segmentation, depth estimation, 3D obstacle detection, object detection, route understanding such as lanes and intersections, trajectory prediction functions for other vehicles and people, learning technologies such as self-learning and reinforcement learning, data analysis) You will be working on research and development as a person in charge of algorithm development or system development in a team of several people.
Requirement	■Required - More than 5 years of experience in deep learning technology and experience applying it to CV tasks (including university research) ■Preferred - Signal processing, computer vision, depth sensing, stereo vision, visual SLAM - 3D modeling, photogrammetry (SFM MVS, Meshing Texturing) - Machine learning, deep learning, reinforcement learning, robot systems - Various sensor fusion technologies (Camera LiDAR RADER IMU GNSS, etc.) - Embedded implementation, GPGPU implementation, parallel distributed processing - Mathematical expertise such as linear algebra and numerical optimization ■English proficiency - Can collect information from English papers and lectures and document and document it - Can understand English papers and translate them into efficient implementations - Can communicate with overseas researchers and conduct research together
English Level	- Can collect information from English papers / lectures and prepare document / material - Can understand English papers and apply them to efficient implementations - Can communicate with overseas researchers and conduct research together
Japanese Level	Business level
Employment Type	Permanent

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