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Open nowPosted 154 days ago

数据科学实习生-中国交易与广告

ByteDance19,260 open roles

Where
Hangzhou, Zhejiang, Chinese Mainland
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Your applicationOpen now数据科学实习生-中国交易与广告ByteDance · Hangzhou, Zhejiang, Chinese Mainland

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  2. CV RocketCV written for this posting.

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

  4. CV RocketApplied on ByteDance's own form.

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The clock on this job

Early applications get read.

11.3% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 27 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.3%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 154 days ago

ByteDance median: 27 days open

The posting

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。 团队介绍：中国交易与广告，负责抖音电商、生活服务、广告营销等营收业务的研发。用技术带来美好生活，让用户发现更多优价好物，为用户提供更丰富独特的生活体验；连接海量用户与商家，促进交易达成，让生态里全流程体验更流畅，助力营收业务长效增长。 加入团队，你将投身流量与增长主战场，挑战复杂业务场景技术难题；直面真实商家和用户，用技术解决看得见的问题，在实战中快速成长，书写属于你的价值故事！

1、负责抖音电商商家业务的数据科学工作，通过异动归因与指标拆解，深度诊断业务现状，发现增长机会点； 2、负责BC联动场景下的实验方案设计与评估，通过双边实验、分流隔离等手段，科学量化经营策略的增量贡献； 3、运用因果推断技术（DAG、PSM、DID等）开展供给侧策略研究，分析商家/商品分层经营的因果效应，驱动业务长效增长； 4、探索LLM在DS领域的应用，利用大模型提升对业务规则、商家经营逻辑的理解深度，沉淀智能化的策略评估决策框架。

1、本科及以上学历在读，计算机/统计学/数学等相关专业优先； 2、有数据科学或策略分析等相关实习经验； 3、精通SQL、Python，具备海量数据处理能力，能够独立完成从指标体系搭建到归因模型构建的全链路工作； 4、精通AB Test及实验设计方法论，具备处理网络溢出效应、样本偏差等复杂场景的实战经验，熟练掌握因果推断方法（如RCT、DID、IV等）和常用机器学习模型，重点在于利用模型进行业务解释与决策建议； 5、具备敏锐的业务洞察力，能快速将业务问题转化为科学命题，并推动策略产品化落地； 6、有电商、大模型应用、双边市场策略经验背景者优先。

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