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Data Analyst
2 years ago
Job Description
What you will do:
- Responsible for data analysis of mobile games and deeply participate in game R&D operations, improve the data index workflow, form business analysis reports and provide data support for the decision-making process request by R&D team
- Responsible for user data embedding, ETL, cleaning, mining and modeling. Perfect user portraits, refined analysis, and making prediction from user behavior data
- Responsible for following up the completion of the goals with each stage of the game, reviewing the data accuracy regularly. Providing implementation strategies for gameplay, operating activities, version iterations, and commercial tuning/tracking optimization
- Responsible for paying attention to industry development trends and cutting-edge trends, and producing industry reports
- Familiar with the game industrialization process, establish a new workflow, and establish the optimization and standardization of the existing workflow;
- 负责移动游戏的数据分析并深度参与游戏研发运营,完善数据指标体系,形成业务分析报告并为游戏研发团队决策提供数据支持
- 负责用户数据埋点、ETL、清洗挖掘并建模,完善用户画像并对用户行为数据精细化分析与预测
- 负责跟进游戏各阶段的目标完成情况,定期对数据表现效果进行复盘,对游戏系统玩法,运营活动,版本迭代,商业化调优提供实施策略并追踪优化效果;
- 负责关注行业发展趋势与前沿动态,产出行业报告
- 了解游戏工业化流程,建立新工作流,实现现有工作流的优化与标准化;
Qualifications
What you should be equipped with:
- Bachelor or master degree in Computer Science, applied Mathematics or equivalent;
- More than 3 years of data analysis work experience;
- Proficient in SQL, able to use analysis tools such as python, R, SPSS, familiar with Hadoop is preferred, in particular on big data;
- Proficient with reporting and data visualization tools such as Tableau, or Thinking Data;
- Proficient in Excel or other statistical tools such as Jupyter Notebook is a plus
- Fluent in Mandarin Chinese, capable to work in English in an international environment;
- Passionate about gaming and familiar with major gaming platforms and the industry, have experience in cooperating with products, R&D and operation is preferred;
- 具备计算机科学、应用数学或同等专业学士或硕士学位;
- 3年以上数据分析工作经验;
- 精通SQL,可使用python、R、SPSS等任意一种分析工具,熟悉Hadoop者优先 ;
- 精通报告系统和数据可视化工具,如Tableau,Thinking Data;
- 精通Excel或其他数据统计工具,如Jupyter Notebook等技能者优先;
- 能够在国际化环境中用英语工作;
- 热爱游戏,了解游戏精细化运营逻辑,有与产品,研发运营配合经验者优先;
Additional Information
What you will also get:
- An international working environment
- FUN Culture
- Lots of love from your colleagues!
Company Description
About UBISOFT & Shanghai Studio:
Ubisoft’s19,000 team members, working across more than 40 locations around the world, are bound by a common mission to enrich players’ lives with original and memorable gaming experiences. Their dedication and talent has brought to life many acclaimed franchises such as Assassin’s Creed, Far Cry, Watch Dogs, Just Dance, Rainbow Six, and many more to come. Ubisoft is an equal opportunity employer that believes diverse backgrounds and perspectives are key to creating worlds where both players and teams can thrive and express themselves. If you are excited about solving game-changing challenges, cutting edge technologies and pushing the boundaries of entertainment, we invite you to join our journey and help us create the unknown.
Created in 1996, Ubisoft Shanghai studio, is a vibrant and exciting place where our 600+ talents get opportunities to either co-develop great AAA blockbuster games, create cutting-edge online games or produce fun mobile games.
To learn more, please visit: www.ubisoftgroup.com
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