仕事の詳細
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企業名
株式会社Mujin
職種
Computer Vision Engineer (Object Detection & 3D Pose Estimation)
仕事内容
As a Computer Vision Engineer, you will be a part of the Mujin R&D team, focusing on the algorithmic design, development, and deployment of computer vision applications for high-speed recognition and the world's first 3D vision system for factory automation and logistics solutions. Responsibilities ・Solve cutting-edge scientific and technical challenges related to recognition and pose estimation of a very wide variety of objects in challenging scenarios ・Analyze and evaluate state-of-the-art algorithms related to detection and pose estimation, from academic and industrial research, and implement and enhance them in a production environment ・Design, develop and evaluate the performance of highly scalable and accurate real-time computer vision applications, in Python and C/C++ ・Perform the detailed test, carry out performance analysis on algorithms, and use continuous integration tools to finely enhance the rapidly deployed algorithms
求める人物像
Minimum Requirements Graduating/ Graduated Computer science or relevant faculty in BS, MSc or Ph.D. BS or MS with computer vision experience or Ph.D. in Computer Vision related topics The ability to develop applications and tools in Python and/or C＋＋ Technical communication skills in English (reading and writing) Preferable Requirements 3D pose estimation of textured and textureless objects in cluttered scenes, with proven experience Python and C++ experience Experience with a vast set of computer vision libraries Mathematical background in 3D processing and statistical analysis Previous contributions to open source projects Extras: object tracking, SLAM, computer graphics, augmented reality, machine learning, exposure to projects in robotics
博士・ポスドクに特に求めること
Graduating/ Graduated Computer science or relevant faculty in BS, MSc or Ph.D. BS or MS with computer vision experience or Ph.D. in Computer Vision related topics
勤務予定地
Tokyo, Japan (MJHQ) Location 3-8-5 Tatsumi, Koto-Ku, Tokyo 135-0053, Japan
博士卒の初任給
Salary Based on experience and skills Salary revision twice a year Additional bonuses are available based on performance
本選考の採用フロー
Interview Process: HR Interview: Discussion with Human Resources. Hiring Manager Interview (Whiteboard interview): One or two rounds with the hiring manager.