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Open nowPosted 90 days ago

数据科学 - TikTok

ByteDance19,260 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now数据科学 - TikTokByteDance · Shanghai, Chinese Mainland
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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. 4.3%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 90 days ago

ByteDance median: 27 days open

The posting

团队介绍:TikTok是一个覆盖150个国家和地区的国际短视频平台,我们希望通过TikTok发现真实、有趣的瞬间,让生活更美好。TikTok在全球各地设有办公室,全球总部位于洛杉矶和新加坡,办公地点还包括纽约、伦敦、都柏林、巴黎、柏林、迪拜、雅加达、首尔和东京等多个城市。

1、负责设计、搭建和维护平台内容安全与风险相关的指标体系,包括但不限于内容违规、用户反馈、账号风险等,搭建完善的监控和异动归因体系,能够快速定位和分析安全事件,为风险预警和策略调整提供数据支撑; 2、运用严谨的统计科学方法,包括A/B实验、因果推断、回归分析等,评估各项安全策略的效果,深入分析实验结果,为业务决策提供量化的依据,并不断优化实验设计,提升评估效率; 3、针对具体的业务挑战,构建量化分析体系,运用数据挖掘技术识别潜在的优化机会,与产品、运营、研发、算法等团队紧密合作,将分析洞察转化为可执行的改进方案,并推动其落地,最终提升平台安全; 4、持续探索和归纳数据分析方法论,沉淀可复用的分析框架和工具,提升团队整体的分析能力,参与数据产品的设计和迭代,将数据分析能力产品化,为业务团队提供更高效、便捷的数据服务。

1、2027届获得本科及以上学历,统计学、数据科学、经济学、计算机科学、数学或相关专业优先; 2、精通SQL,熟练掌握Python/R等数据分析工具,具备优秀的可视化能力;熟悉常用机器学习算法原理,了解因果推断、A/B实验等方法; 3、具备优秀的逻辑思维能力、问题分析和解决能力,以及良好的沟通表达和跨团队协作能力; 4、具备一定的英语工作能力;有内容安全、风控、合规相关经验者优先。

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