Recruit Detail
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Company Name
Idein Co., Ltd.
Job Type
Machine Learning Engineer (Leader Class)
Work Detail
[Mission] "To make it possible to handle any information in the real world with software" To develop and verify cutting-edge technologies that contribute to solving problems in the market, focusing on machine learning that processes real-world data [Summary] To achieve this mission, you will lead the development of machine learning algorithms that solve domain problems. This position will involve contributing not only in development work but also from a leadership position, such as identifying technical issues and planning for their resolution in internal and contracted projects. [Details] Phases in charge: Requirements definition, technical research, development, and verification of machine learning algorithms that solve domain problems (operation and maintenance are not in charge) - Lead development in a leading position while communicating with team members - Technical exchanges with external stakeholders and adjustment of expectations - Develop algorithms to process various sensor data - Extract ambiguous domain requirements as clarified issues - Research, implementation, and evaluation experiments on methods for domain issues - Research and implementation based on papers, and devise and implement original methods - Lightweighting and optimization to run machine learning models on edge devices - Model design, experiment management, evaluation result summary, next action organization etc.
Ideal Profile
Required skills ・Master's degree in science and engineering or equivalent experience ・Excellent knowledge of machine learning technology, especially deep learning, and more than 5 years of practical experience (may include graduate school research experience) ・Experience developing technology to process one or more real-world data such as images, point clouds, and audio ・Ability to learn advanced technology in English ・Proficient use of Python and machine learning related libraries and frameworks ・Experience in leading projects with multiple people to produce results ・Native Japanese or advanced business level Japanese proficiency Preferred skills ・PhD in science and engineering ・Experience in domain application of machine learning technology ・Experience working on projects requiring external collaboration ・Project management experience ・Knowledge and skills in code review, image processing, computer vision, and computer graphics ・Experience in efficient experiment management using computer clusters ・Raspberry Development experience with edge devices such as Pi Desired profile ・Able to learn new technologies while utilizing the technical skills already acquired ・Able to proactively tackle the entire process from background research, problem identification, method selection, verification experiments, to implementation of results ・Able to plan by working backwards from the goal before taking action ・Able to enjoy learning new things even in areas that they have never worked on before ・Able to document information without excess or deficiency as a tool for sharing information and reaching consensus ・Able to communicate professionally both within and outside the company
Work Location
1-4-13 Kanda Jinbocho, Chiyoda-ku, Tokyo 101-0051 Basically remote work/occasionally travel or come to the office
Phd. Stating Salary
Annual salary: 7 million to 12 million yen *We determine salary amounts based on grades set for each job *Grades are determined by the level of output *Details regarding the level of output and actual salary range will be provided during the interview. *Separate closing bonus available