Level Infinite
Gaming
GameOperationManager游戏数据分析
Neural analysis suggests this role is
optimal for Mid candidates.
“Game Operation Manager 游戏数据分析 at Level Infinite. Skills: Game data analysis, Data mining, Machine learning, SQL, Python, R, Data visualization, Communication. Analyze game data to identify player behavior patterns, in-game economy, player churn, and other key metrics. Identify root causes and driving factors behind player behavior”
What You'll Achieve.
Improve player retention; Improve player monetization rate
Industry & Context.
Problem-solving ability
What They're Looking For.
Must Have
Bachelor's degree in Statistics, Mathematics, Computer Science or related fields, 5+ years of experience as a Game Data Analyst or in a related role, Proficiency in SQL, Python, R, Experience with data mining and machine learning, Experience with live projects, English as a working language
Nice to Have
Overseas background preferred, Experience with leading overseas game products
What You'll Do.
Analyze game data to identify player behavior patterns
and other key metrics
Identify root causes and driving factors behind player behavior
Propose targeted game design
and operations strategies based on data insights
Optimize game mechanics
adjust numerical balance
design new activities and reward mechanisms
Establish a comprehensive data analysis framework and process
including data collection
Ensure data quality and reliability of analysis results
Present complex data analysis results clearly and concisely using data visualization tools
Write data reports to provide data support for game decision-making
Keep abreast of the latest data analysis technologies and tools in the gaming industry
Apply new technologies and tools to game data analysis work to continuously improve efficiency and quality
How You'll Work.
Team & Collaboration
Clearly and effectively convey data analysis results to the game team
Communication Scope
Good communication skills; Ability to clearly and effectively convey data analysis results to the game team
Full Job Description
# **_团队介绍_** Level Infinite 是腾讯旗下国际游戏业务品牌，致力为全球玩家带来充满乐趣、原汁原味的游戏体验，让玩家随时随地进入游戏世界；并通过打造包容、互通、便捷的玩家社区，促进分享交流。 Level Infinite为合作工作室提供一系列支持及服务，助力其释放产品潜能。 Level Infinite发行产品包括《PUBG MOBILE》、《Goddess of Victory: NIKKE 》《Honor of King》等热门游戏，并与合作工作室联手推出了来自Fatshark的《战锤40K：暗潮》、Funcom的《沙丘：觉醒》、Inflexion Studios的《夜莺》在内多款产品。 想进一步了解Level Infinite，请访问www.levelinfinite.com，并在Twitter、Facebook、Instagram和Youtube上关注我们的官方账号。 # ** _岗位职责_** 1\. 深入洞察玩家行为： 分析游戏数据，识别玩家行为模式、游戏内经济、玩家流失等关键指标，并深入挖掘背后的原因和驱动因素。 2\. 提供数据驱动的解决方案： 基于数据洞察，提出针对性的游戏设计、开发和运营策略，例如优化游戏玩法、调整数值平衡、设计新的活动和奖励机制等，以解决游戏面临的问题，提升玩家留存和付费率。 3\. 建立数据分析体系： 建立完善的数据分析框架和流程，包括数据采集、清洗、存储、分析和可视化，并确保数据质量和分析结果的可靠性。 4\. 数据可视化和汇报： 使用数据可视化工具，将复杂的数据分析结果清晰简洁地呈现给游戏团队，并撰写数据报告，为游戏决策提供数据支持。 5\. 紧跟行业趋势： 持续关注游戏行业最新数据分析技术和工具，并将其应用于游戏数据分析工作中，不断提升数据分析效率和质量。 # ** _岗位要求_** 1\. 统计学、数学、计算机科学或相关领域的学士学位，海外背景优先。 2\. 5年以上游戏数据分析师或相关职位经验，熟悉游戏数据分析流程和方法。 3\. 精通 SQL、Python、R 等数据分析工具，并具备数据挖掘和机器学习经验。 4\. 有上线项目经验，海外游戏头部产品优先，能用英文作为工作语言。 5\. 具备良好的沟通能力，能够清晰有效地将数据分析结果传达给游戏团队。 6\. 对游戏行业充满热情，并具备敏锐的洞察力和解决问题的能力。 # _**腾讯致力于提供平等就业机会**_ 在腾讯，我们始终秉承平等就业机会的原则，致力于为每一位员工打造公平、包容的工作环境。我们坚信，多元的声音能够激发出无限的创新活力，推动我们为用户和社会提供更优质的服务。我们用心营造一个充满支持与激励的氛围，帮助每一位员工找到属于自己的舞台，以实现个人及共同的发展目标。
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