Data Scientist

Job Description

Appealing Points:

• Opportunity to directly contribute to improving consumer games through player behavior analysis and machine learning model development
• Environment where you can fully utilize and enhance your Python, SQL, and statistical modeling skills in real-world projects
• Chance to gain broad experience across data science and data engineering, including BI tool development, A/B testing, and analytics platform improvement

Annaul Salary: 5 Million yen and Above

Job Description:

• Model building and verification for in-game data analysis of consumer games
• Data analysis using Python, design and improvement of machine learning models
• Player behavior analysis and effectiveness verification of measures using statistical modeling and predictive models
• Data extraction and processing using SQL, and improvement of the analysis platform (including collaboration with engineers)
• Insights and proposal of measures based on analysis results

Job Qualification:

• At least 2 years of practical experience in data analysis or machine learning model development using Python, including experience with one of the following: pandas, scikit-learn, lightGBM, PyTorch, etc.
• At least 2 years of practical experience in data extraction and processing using SQL
• Ability to perform data formatting using JOIN, GROUP BY, subqueries, etc. in a practical setting.
• Basic knowledge of statistics and data analysis (regression, classification, hypothesis testing, etc.)
• You like console games and play them at least once a week.

Welcome skills

• Experience in model validation, A/B testing, and optimization strategy design
• Experience in developing BI tools (QlikSense, Redash, etc.)
• Interest in data engineering (ETL, data pipelines, etc.)

Language proficiency: Fluent Level Japanese (JLPT N1) and Business Level english.

Company Description: 

The Consumer Business Division plans, develops, sells, and operates games and digital services for home video game consoles, PCs, and smart devices.

 In addition, we have more than 16 development and sales bases overseas, and we create original contents that capture local needs which are gaining great support in overseas markets, and go to the whole world. It is expanding.

In addition, utilizing the know-how and assets cultivated through the game business, we are promoting the development of original new businesses that go beyond games.