1. Provide data support for game operation decisions through data analysis, including but not limited to new user analysis, long-term data observation and estimation.
2. Responsible for special data analysis, including but not limited to game profit analysis, player behavior analysis, activity analysis, commercialization analysis, and game ecosystem analysis.
3. Analyze players' off-game data performance, such as community ecology and market promotion effects, through data mining and public opinion analysis.
4. Provide data monitoring and analysis support for decision-making in all core links of the game's core business (R&D, operations, publishing).
1. More than 3 years of work experience, able to independently carry out special analysis business. Experience in long-term game operations, especially SLG games, is preferred.
2. Familiar with all aspects of data collection, proficient in basic tools such as EXCEL, SQL, and Python, master basic principles of data modeling and data mining algorithms, and understand server architecture patterns and database operations.
3. Possess good logical thinking and analytical skills, have good teamwork skills and the ability to continuously advance projects.
4. Able to communicate deeply with R&D, middleware, and other positions.