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Open nowPosted 220 days ago

高级数据分析师（ROI方向 ）-抖音生活服务

ByteDance19,208 open roles

Where
Chengdu, Sichuan, Chinese Mainland
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Your applicationOpen now高级数据分析师（ROI方向 ）-抖音生活服务ByteDance · Chengdu, Sichuan, Chinese Mainland

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  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

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The clock on this job

Early applications get read.

11.8% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.5%14 days
  5. 35.5%30 days
  6. 45.1%60 days
This job: posted 220 days ago

ByteDance median: 2 days open

The posting

1、负责抖音生活服务方向资源管理相关数据分析工作，包括制定钱效ROI和流量评估体系、优化迭代ROI模型、通过分析指导不同方向预算投入决策； 2、深入理解市场营销、商家商品运营、创作者运营、流量效率等业务，将各业务线共有的问题抽象为统一的数学框架；协同模型组生产ROI评估方案，制定评估标准，并向各业务线分析师输出提炼后的标准和方法论； 3、完善预算投入和资源使用效率相关数据建设和工具化建设，协同产品搭建资源管理平台，提升业务看数效率； 4、基于钱效数据和业务理解，参与决策各业务线的长期预算分配与战略层面指导意见。

1、本科或以上学历，2年以上数据分析经验，数学、统计学、经济学、计算机专业优先； 2、具备基础统计学知识，熟练使用SQL完成复杂数据处理，精通Python、R等常用数据技术者优先； 3、熟练掌握因果推断相关的模型和分析方法，包括AB实验、PSM、合成控制法等，深入理解方法的基本假设和统计原理，有基于PSM、合成控制法的ROI评估项目经历者优先； 4、对数据敏感，具有良好的逻辑思维能力、分析总结能力、表达呈现能力； 5、有挑战难题的热情和韧性，优秀的跨团队沟通和项目管理能力。

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