Senior Game Data Analyst/Scientist - Strategic Direction

1 Month ago • All levels • Game Production

Job Summary

Job Description

1. Build automated analytical models to continuously track global game market trends, competitive product dynamics, and user behavior data, identify high-potential product features, and collaborate with the strategy team to regularly produce reports, supporting high-level decision-making (e.g., new product establishment, resource allocation). 2. Lead data analysis and mining projects for key game milestones, closely collaborating with R&D, distribution, and strategy teams, providing insights to support business decisions, and being responsible for promoting decision implementation and effect feedback. 3. Focus on the growth topics of the early stages of the game (e.g., server launch, churn, and monetization), through modeling/A-B testing methods to identify key breakthrough directions, helping the project establish the correct understanding and make the best decisions. 4. Be responsible for building and optimizing the analysis and growth models for specific types of games, mining the deep insights behind key business indicators, and providing data support for business decisions. 5. Extract successful game data rules and strategy cores, abstract reusable category design paradigms; build a category data knowledge base, transform data insights into reusable game design experience, guide the subsequent R&D and distribution of products of the same category.

Job Details

1. 构建自动化分析模型,持续追踪全球游戏市场趋势、竞品动态及用户行为数据,挖掘高潜产品特性,配合战略团队定期输出报告,支持高层决策(如新品立项、资源调配)。 2. 主导重点游戏里程碑阶段的数据分析和挖掘项目,与研发、投放和战略等团队紧密合作,提供洞见以支持业务决策,同时负责推进决策落地与效果回收。 3. 围绕着游戏前期的增长课题(例如开服、流失和商业化),通过建模/A-B测试等方法定位关键突破方向,帮助项目建立正确认知和做出最优决策。 4. 负责构建和优化特定品类游戏的分析和增长模型,挖掘关键业务指标背后的深层洞察,为业务决策提供数据支持。 5. 提炼成功游戏数据规律与策略内核,抽象可复用的品类设计范式;构建品类数据知识库,将数据洞察转化为可复用的游戏设计经验,指导后续同品类产品研发和投放。

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About The Company

Bengaluru, Karnataka, India (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

Shanghai, Shanghai, China (On-Site)

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