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(senior)Data Analyst
2 years ago
Job Description
- Analyze, synthesize and interpret players data to identify trends, develop insights, and inform decision makers;
- Design, implement reports and dashboards to provide strategic and operational support to the game team before and after game launch;
- Research and develop statistical models to explain players behaviors and anticipate future ones;
- Develop action plans and work with game team to implement recommendations and measure their impacts;
- Collaborate with worldwide and local stakeholders to share analysis, best practices and methodologies;
- Design in-game tracking requirements with game team and follow-up on their implementation inside the game;
- Contribute to the development and enhancement of the existing data pipeline;
- Create new processes, optimize and standardize existing ones;
- 分析、整合和解读玩家数据,以识别市场趋势,增强行业洞察力并提供决策支持;
- 设计,制作相关报告与报表,就游戏的生命周期,在战略与运营层面上为游戏团队提供支持;
- 研究和开发统计模型以解读玩家行为并预测未来变化;
- 提出建议并与游戏团队合作执行,分析并衡量其影响;
- 与全球的合作方紧密工作,分享数据并改善工作方法。
- 与团队一起设计游戏内的数据埋点,并跟踪其在游戏内的实施;
Qualifications
- Bachelor or master degree in Computer Science, Applied Mathematics or equivalent;
- At least 2 years’ working experience as game data analyst, and experience with entire game project data analyzing.
- Proficient in SQL, in particular on big data;
- Proficient with reporting and data visualization tools such as Tableau;
- Proficient in Excel or other data 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;
- 具备计算机科学、应用数学或同等专业学士或硕士学位;
- 2年以上相关的工作经验,有完整的游戏项目数据分析经验。
- 精通SQL,特别是大数据相关;
- 精通报告和数据可视化工具,如Tableau;
- 精通Excel或其他数据工具,如Jupyter Notebook等技能者优先;
- 普通话流利;
- 能够在国际化环境中用英语工作;
- 热衷于游戏,熟悉本行业和主要游戏平台;
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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