ByteDance
Posted 3w ago

数据科学 - 抖音直播

ByteDance
Beijing or Shenzhen
OnsiteFull Time
Responsibilities
  • analyzing revenue
  • designing experiments
  • building models
Requirements
  • Bachelor's (2027 graduates eligible) in data science/statistics/CS/economics/math
  • Proficient SQL and Python or R
  • Strong statistics and A/B testing knowledge
  • Business sense and cross-team communication
Technical tools mentioned
SQLPythonR

Job description

团队介绍:直播团队为抖音在内的字节跳动多款产品提供直播支持。在直播间里,时空的隔阂被打破,五湖四海的人们连接在一起,共同见证、分享、传递生活中的美好。美好的定义不尽相同,越来越多的人在抖音直播里寻找自己向往的美好,拥抱理想生活。960万平方公里的美好现场,尽收直播间。直播团队,期待你的加入!​

1、负责直播营收业务数据分析,围绕开播、互动、付费转化、ARPU、留存等核心场景搭建指标体系,识别增长机会;
2、分析礼物玩法、付费链路、运营策略、用户行为和主播供给表现,结合营收目标输出可落地的产品优化方案;
3、负责A、B实验设计、营收产品效果评估、活动评估和版本效果复盘,形成实验分析与收益归因闭环;
4、监控并分析核心营收指标异动,围绕流量、转化率、付费率、ARPPU、主播开播等指标定位问题,推动优化;
5、参与直播营收特化模型建设,支持付费预测、用户分层、特征设计、效果评估和负面案例归因,推动模型迭代。

1、2027届获得本科及以上学历,数据科学、统计学、计算机科学、经济学、商业分析、数学等相关专业优先;
2、熟练掌握SQL,熟练掌握至少一种数据分析语言(Python/R),能够独立完成数据清洗、建模与可视化工作;
3、深入理解统计学原理,熟悉假设检验、置信区间、回归分析等基础理论,充分理解A/B实验的评估框架与常见误区;
4、结构化思维与业务敏感度,良好的的跨团队沟通协作能力,对于挑战充满热情。

重要加分项:
1、对AI领域的动态/技术深入研究,具备敏锐的行业洞察力和创新意识。

About ByteDance

Developing AI-driven content platforms and mobile applications.

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