• Full-time

Publication date： 2023.09.01

#1870 [Remote work/In-house product development] Machine learning engineer

  • R&D / Engineer /Technician (AI, Data)
  • Tokyo
  • Salary： Estimated annual income: ¥6M~8M
#1870【リモートワーク/自社プロダクトの開発】機械学習エンジニア
職種Position R&D / Engineer /Technician (AI, Data)
会社概要Company profile [Company Profile]
They were established in 2019 with the vision of "creating an era of intelligent manufacturing." Japan's international competitiveness in manufacturing is currently declining. However, R&D expenditures and labor productivity in the manufacturing industry are low compared to major countries, and investment for the future is decreasing. They believe that this is not just an issue within the industry, but also relates to the future disparity in national power. Particularly in the field of R&D, "experimentation and analysis", which accounts for 60% of the entire process, remains largely individualized, which is currently hindering the productivity of R&D and production technology.
The company aims to promote DX in the manufacturing industry by incorporating data analysis and technology and to create a state where it can handle essential operations in the areas of research, development, and production technology. To achieve this vision, they have developed an AI machine-learning platform for the manufacturing industry.
Specifically, it has the following functions.
・Parameter optimization: Calculate the optimal combination of parameters to achieve the objectives related to strength and performance. Highly accurate predictions can be made by reducing the number of analyses and experiments.
・Optimal material simulation: It is possible to instantly judge the applicability in material development. It also provides an advantage in product development in terms of cost and time.
・Influence analysis: It is possible to calculate how much the target parameter influences the prediction of the target parameter. Additionally, the number of experiments and combinations to be performed can be dramatically reduced.

[Background of recruitment]
This company provides a platform that promotes the standardization of business processes by utilizing data accumulated in the R&D, design, and production areas in the manufacturing industry.
They are looking for someone who can work with us to solve problems in the manufacturing industry through this product.

[Attractive points of company/work]
・Be able to be involved in the business startup phase
・Can handle valuable data in the manufacturing industry
・DX promotion in traditional areas
仕事内容Job description [Job description]
Since the fields in which their users belong are highly specialized in research and development, and there are many variables, they are improving the algorithm on a daily basis.
They would like you to proceed with the development of an AI service that derives optimal solutions while assuming the numerous variables used in design development and material selection.
In particular, our customers require us to handle optimization problems using structured data and to handle sparse data.
You will be responsible for development in the machine learning area of our own service.
・Development, maintenance, and operation of new functions for in-house services
・PoC of machine learning function of our service, initial examination
・Analysis of client data and proposal for improvement

[Development environment]
Development language: Python, TypeScript
Frameworks: FastAPI, React, Redux, Next.js, Tensorflow, Pythorch, scikit-learn
Infrastructure/middleware: AWS
Database: PostgreSQL
Development tools: Slack, GitHub(Actions), Docker, notion
応募資格Requirement [Requirements]
・ Required Japanese ability: Business
・ More than 2 years of work experience using machine learning
・ Experience in model development using machine learning and experience in MLOps
・ Experience in data analysis and report creation
・ Tackling optimization problems using structured data
・ Knowledge of the design of experiments and sparse modeling

[Preferred requirements]
・ Experience in publishing and contributing to OSS
・ Those who have a deep interest in new technology and can learn it on their own and reflect it in the product
・ Those who have the following experience related to system design
・ Experience in REST API design and development
・ Backend development experience (Python / Ruby / Go etc.)
・ Experience in giving presentations at conferences and writing papers on machine learning and AI

[Image of the person they are looking for]
・ Those who want a job with discretion.
・ Those who want to do work that gives me a sense of touch.
・ Those who want to do a job where I can see the face of the client
日本語力Japanese level Business
雇用形態Employment type Full-time
勤務エリアLocation Tokyo
勤務時間Working hours Working hours: Full Flex (8 hours/day)
想定年収Salary Estimated annual income: ¥6M~8M
条件・待遇Condition [Conditions]
Employment Type: Permanent
Trial period: 3 months
Estimated annual income: ¥6M~8M
Work location: Tokyo　(The place of residence is free as long as you can come to work as needed)
Working hours: Full Flex (8 hours/day)
Holidays: 2 days a week (Saturdays and Sundays), national holidays
Vacation: Summer vacation, year-end and New Year holidays, and other vacations available
Benefits: Complete social insurance, commuting allowance (according to company regulations), and other benefits
選考についてProcess [About selection]
Number of applicants: 1
Documents required for application: resume, resume of work
Online interview: Available
Interview language: Japanese
Number of interviews (flow): 2 times
Application for overseas residents: Unavailable
* May change depending on the situation of the candidate
Comments from United World
A company that develops a platform that can increase productivity in the manufacturing industry.
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