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Open nowPosted 297 days ago

增长数据科学家（模型方向）- TikTok（北京）

ByteDance19,227 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now增长数据科学家（模型方向）- TikTok（北京）ByteDance · Beijing, 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.

11.8% 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. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 297 days ago

ByteDance median: 2 days open

The posting

1、采用数据分析和统计建模方法，解决产品和业务线各个层面的挑战性业务问题； 2、构建并改进相关的统计模型（如LTV预测和因果推断），以指导与用户增长相关的决策； 3、发起基于模型的分析，深入洞察各种产品，找出问题的共性，并建立跨产品的分析范式； 4、与产品、运营、工程和跨职能团队合作，通过分析、统计和算法专业知识推动产品开发； 5、设计并分析统计度量实验，以支持并执行产品战略，最终提升产品并支持业务决策。

1、具有量化学科的硕士学位（例如：统计学、运筹学、计算机科学、数学、经济学）； 2、具备统计建模（回归、分类、聚类、因果推断等）和机器学习（深度学习）经验，并具有用户级建模经验； 3、能够进行严谨的分析，并将结论清晰地传达给技术和非技术受众； 4、精通SQL，Python或R； 5、具有扎实的沟通和协作能力，能够在多元化的环境中与内部团队有效合作； 6、具备自我驱动能力，能够深入理解数据与用户体验/产品增长之间的关系。

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