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Open nowPosted 3 hours agoWe saw it 76 min after it went up

数据科学 - TikTok Shop

ByteDance18,803 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now数据科学 - 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

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The clock on this job

Early applications get read.

13.3% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 8 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.6%3 days
  3. 13.3%7 days
  4. 21.3%14 days
  5. 35.7%30 days
  6. 59.1%60 days
This job: posted 3 hours ago

ByteDance median: 8 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！

1、用AI解决真实业务问题，把GMV波动、策略效果评估等真实业务问题拆解为可验证的分析任务，运用大模型和AI编程工具完成ETL、Python开发、指标归因、实验分析与报告撰写，探索AI工具在数据分析日常工作中的应用； 2、把分析经验做成Agent，参与数据分析Agent的建设，将团队的分析方法、SQL查询、Python脚本和业务知识沉淀为可复用的Skill和工作流，涉及上下文管理、工具调用、多步任务执行等； 3、让Agent的结果可信，参与搭建Agent评估体系，包括评估集、指标和误差分析，通过执行轨迹和日志排查准确性、可靠性和效率问题，用数据对比不同模型、提示词和工作流的效果，持续迭代优化； 4、跟进前沿技术，研究LLM/Agent产品和开源项目，将优秀设计应用到实际业务中； 5、寻找增长机会，与分析师、产品、运营协作，在流量、商品、商家、策略等方向挖掘增长机会，独立提出并推进分析结论落地。

1、2027届获得本科及以上学历，数据科学、计算机、统计、数学、人工智能、经济等相关专业优先； 2、熟练掌握SQL或Python中的至少一种，了解常用统计分析方法，能提出假设并用数据验证； 3、习惯用AI工具工作，有Vibe coding经验，使用AI完成过真实项目，能清晰阐述AI的分工与结果验证方式； 4、对LLM和Agent有浓厚兴趣，了解提示工程、上下文管理、工具调用等基本概念，愿意研读技术文档和开源代码。

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