【Cooking Robot】ML-CV Engineer

Machine Learning (inc. Deep Learning) | Computer Vision, Image Processing | Manipulation Robot

Location	Koto-ku, Tokyo or Toyota-shi, Aichi-ken
Company	A Japanese cooking robot startup automating tasks such as cooking, serving, and cleaning by a sophisticated combination of hardware and software technologies. In addition to system integration tailored to the store, and the development of recognition and control software, they also develop some of the hardware in-house or jointly to achieve optimal customization. Established: 2018 Number of employees: 50-100 people Capital: 4.39 billion yen
Job Description	You will be developing systems for robotics by combining new technologies such as image recognition technology, machine learning technology, and robotics technology. Scope: - Development and research of elemental technologies for 3D general object recognition applying machine learning, deep learning, etc. - 3D point cloud/volume data processing and various analyzes using 3D depth sensor - Development of image recognition technology for ingredients, ingredients, tableware, etc. using elemental technology - Design and development of image recognition systems that cooperate with robots and various mechanical mechanisms - Various data analysis applying deep learning, statistical machine learning, multivariate analysis, etc., and system/software design and development using them - Person recognition and movement/flow line analysis applying video recognition technology
Requirement	Required: - In-depth knowledge and practical experience in machine learning (deep learning) - Knowledge and development experience in image recognition - In-depth knowledge of Python or C/C++ and over 3 years of practical experience - Development experience on Linux (or similar OS) - Development experience with OpenCV, Tensorflow, PyTorch, TensorRT, etc. - Work experience in team development and experience using tools such as git Preferred: - Bachelor's or master's degree in computer science or machine learning or related field, experience in publishing papers, etc. - Experience implementing parallelization and acceleration such as various GPU processing - Experience creating datasets for machine learning - Experience developing machine learning software on edge devices - Experience developing machine learning on cloud/mobile - Knowledge and development experience of libraries and equipment related to 3D image processing and robot vision such as ROS, PCL, ITK, VTK, RealSense, Kinect, etc.
English Level	N.A.
Japanese Level	Business level
Employment Type	Permanent

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