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JP

JOB ID 25211

Machine Learning Engineer｜ML Engineer

  • IT, Product manager (Web/Application), Other (Localization, QA), Data Analyst, SE(Web, OPEN)
  • Tokyo
  • ¥9,000,000～¥12,000,000

A startup company that provides electric kickboards and electric bicycle sharing services with the aim of popularizing micromobility.
The company has set up stations mainly in urban areas and is developing a system that makes short-distance travel easy and efficient.
The service is easy to use via a dedicated app and is attracting attention as a sustainable means of transportation.
We are developing a sustainable mobility service that reduces environmental impact and includes solutions to urban transportation issues as well as rural transportation issues.

This is a position for an ML Engineer who will understand the service quantitatively better than anyone else and contribute to the growth of the business.
We are looking for an engineer who can design, implement, and operate optimal machine learning solutions based on a deep understanding of business issues in data utilization. From the development of predictive models and optimization algorithms to stable operation in a production environment, you will drive the project while considering both technical feasibility and business impact.

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Job Description

  • Responsibilities
    Promote a series of processes from design to implementation and operation in a production environment for data-driven systems
    - Build competitive advantage through development of forecasting models and optimization algorithms
    - Design and implement quantitative approaches to business problems
    - Continuously improve models and algorithms and develop operational infrastructure
    - Design and lead R&D for evolution of product Designing and leading R&D for the evolution of

    [Business issues to be solved]
    ・Building supply and demand forecasting models ・Operation optimization ・Optimization of vehicle allocation
    ・Area strategy for port acquisition ・Abnormal detection to prevent problems ・Pricing optimization
  • Requirements
    -Experience in data analysis, statistical modeling, machine learning, and other project work (Approx. 5+ years)
    -Experience developing and operating applications and systems (Approx. 5+ years)
    -Ability to extract and process data using SQL and other tools
    -Systematic knowledge of statistics, machine learning, and computer science
    Experience implementing algorithms and models in production environments
    ・Ability to understand business issues and select and implement appropriate methods
    ・Ability to correctly interpret and provide appropriate explanations for selected methods and obtained results
    ・Communication skills to work with other departments to advance projects
  • Preferred
    -Experience with projects utilizing location data
    -Experience with media data such as images and videos
    -Experience designing and implementing optimization algorithms
    -Experience designing and building MLOps and data infrastructure
    -Experience working in the mobility field
    -Experience implementing machine learning models in production
    -Experience using orchestration and ETL tools such as Airflow, dbt Experience using orchestration and ETL tools such as Airflow, dbt
    - Experience using BI tools such as redash, looker studio
    - Experience developing services using Github, etc.
    - Experience building and operating production environments on cloud platforms (GCP/AWS, etc.)
    - Experience managing engineering teams Experience in management of engineering team
  • Location
    Tokyo
  • Work Style
    Remote working possible, Flex working possible
  • Salary
    ¥9,000,000～¥12,000,000
  • Attractive
    Points
    No relocation, Over 50% Mid-Career Hires, Weekends and holidays off, Directly under president and executives, Preparing for IPO, Venture Company, New businesses and services

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