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Open nowPosted 52 days ago

用户增长数据科学实习生 - TikTok Shop

ByteDance19,208 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now用户增长数据科学实习生 - TikTok ShopByteDance · Shanghai, Chinese Mainland

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

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

  4. CV RocketApplied on ByteDance's own form.

The reply lands in your private mailbox

3×more interviews than doing it yourself with ChatGPT.

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 52 days ago

ByteDance median: 2 days open

The posting

团队介绍：TikTok Shop 是 TikTok 旗下的内容电商。平台汇聚全球优质商家与创作者，通过短视频、直播等多场景连接消费者，让新奇好物畅销全球，让美好生活触手可得。目前团队分布在美国、英国、法国、印尼、墨西哥、中国等全球多个国家和地区，在这里你将有机会深入国际业务场景，面向全世界商家及用户，和跨区域团队协作，共同探索创新购物模式。期待和优秀的你一起创造更多可能！

日常实习：面向全体在校生，为符合岗位要求的同学提供为期3个月及以上的项目实践机会。

1、参与TikTok用户增长相关数据分析工作，支持拉新、激活、留存、召回、转化等业务场景； 2、基于海量用户行为，进行数据清洗、特征构建、分析建模与结果解读，挖掘影响增长的关键因素； 3、参与增长策略效果评估，设计并分析A/B Test、因果推断或其他统计评估方案，为业务决策提供支持； 4、搭建或优化用户分群、转化预估、流失预警、LTV预测、营销响应等相关模型，提升增长投放与运营策略的精细化水平； 5、与产品、运营、研发、算法等团队协作，将分析结论转化为可执行的业务策略，并持续跟踪落地效果； 6、沉淀分析方法、指标体系和通用框架，推动用户增长分析能力标准化和系统化建设。

1、本科及以上学历在读，统计学、数学、数据科学、计算机、经济学、运筹学或其他相关专业； 2、具备扎实的统计学基础，熟悉假设检验、回归分析、实验设计、A/B Test、因果推断等常用方法，具备较强的建模能力，能够独立完成问题抽象、特征设计、模型训练、效果评估及结果解释； 3、熟练使用Python进行数据处理、分析和建模，熟悉Pandas、NumPy、scikit-learn、statsmodels等常见工具库，熟练使用SQL，能够高效完成复杂数据提取、清洗、聚合和分析； 4、对数据敏感，具备良好的逻辑分析能力、结构化思维和业务理解能力，能够从复杂问题中提炼关键结论； 5、具备良好的沟通协作能力，能够与跨团队同学高效合作，推动分析结论落地； 6、每周可实习4天及以上，实习周期3个月及以上者优先。

加分项 1、有用户增长、商业分析、数据科学、推荐/广告/营销策略相关实习经历； 2、有增长场景相关项目经验，如拉新投放优化、用户分层、留存分析、流失预测、转化率优化、营销归因等； 3、熟悉机器学习、因果推断、Uplift Modeling、时间序列分析等方法者优先； 4、有海量数据处理经验，熟悉Hive/Spark/数据仓库体系者优先； 5、对短视频、内容平台、社交产品或国际化互联网业务有较强兴趣和理解。

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