TikTok Ecosystem - Data Science - Singapore

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Communication","Business communication"]

Work with the Data Science team to analyze issues across TikTok’s international short-video content ecosystem, using statistics and data science to improve user experience. You’ll study negative content risks, design governance pathways (metrics, measures, and protections), and evaluate policy mechanisms at the account level. Apply A/B testing, quantitative analysis, statistical modeling, and causal analysis to build unbiased metrics and deliver actionable recommendations for ecosystem strategy iteration.

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FursaFursa
TikTok
TikTok
1 month ago

TikTok Ecosystem - Data Science - Singapore

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 18 hours agoStatus: Live

Job Summary

Work with the Data Science team to analyze issues across TikTok’s international short-video content ecosystem, using statistics and data science to improve user experience. You’ll study negative content risks, design governance pathways (metrics, measures, and protections), and evaluate policy mechanisms at the account level. Apply A/B testing, quantitative analysis, statistical modeling, and causal analysis to build unbiased metrics and deliver actionable recommendations for ecosystem strategy iteration.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Focus on core issues in the content ecosystem, leveraging data science and statistical theory to enhance user experience from an ecosystem perspective.
  • •Conduct analysis of negative content risks and define ecosystem governance pathways across issue discovery, metric definition, governance measures, and experience protection.
  • •Evaluate management measure effectiveness and design account-level policy mechanisms to improve compliance.
  • •Use A/B testing, quantitative analysis, statistical modeling, and causal analysis to identify opportunities and risks in the content ecosystem.
  • •Develop unbiased metrics and provide actionable recommendations to iterate and optimize content ecosystem strategies.

Key Requirements

  • •Bachelor’s or Master’s degree in Statistics, Computer Science, Psychology, Data Science, Human-Computer Interaction, or a related field.
  • •3+ years of experience in data science, survey analytics, or user research at scale.
  • •Proficiency in SQL and Python, with familiarity with survey platforms and internal tool development as a plus.
  • •Strong background in survey design, sampling methods, experimental design, and statistical inference.
  • •Experience with data visualization tools such as Tableau, Power BI, or similar.
Education:
Skills:CommunicationBusiness communication
Tech Stack:SQLPythonTableauPower BI

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn