Data Scientist (PGC) - TikTok

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 1+ yearsEducation: bachelorsSkills: ["Communication","Structured thinking","Cross-functional collaboration","Learning agility","Curiosity"]

Use data science to analyze TikTok’s Professionally Generated Content (PGC) ecosystem—user behavior, product features, and supply/demand dynamics. Build and maintain core metrics and dashboards, partner with Product, Operations, Engineering, and ML teams to evaluate recommendation, distribution, and creator growth strategies, and design A/B tests. Validate business hypotheses through experimentation and deliver clear, actionable recommendations while growing toward independent ownership.

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FursaFursa
TikTok
TikTok
3 days ago

Data Scientist (PGC) - TikTok

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Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live

Job Summary

Use data science to analyze TikTok’s Professionally Generated Content (PGC) ecosystem—user behavior, product features, and supply/demand dynamics. Build and maintain core metrics and dashboards, partner with Product, Operations, Engineering, and ML teams to evaluate recommendation, distribution, and creator growth strategies, and design A/B tests. Validate business hypotheses through experimentation and deliver clear, actionable recommendations while growing toward independent ownership.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Entry level

Key Responsibilities

  • •Analyze PGC content and product areas to explore supply/demand, user behaviors, and the creator ecosystem and identify testable business questions and growth opportunities.
  • •Design and maintain core metrics, dashboards, and analytical definitions to improve business tracking and decision-making.
  • •Partner with Product, Operations, Algorithm, and Engineering teams to evaluate and optimize strategies across recommendation, distribution, content consumption, and creator growth.
  • •Design A/B tests and analyze results; evaluate product/strategy changes and trending operations; investigate metric anomalies with root-cause analysis.
  • •Validate business hypotheses through experimentation and other scientific methods, then deliver actionable findings and recommendations.

Key Requirements

  • •Bachelor’s degree or above in Data Science, Statistics, Econometrics, Mathematics, Computer Science, or a related field.
  • •1+ years of experience in data analysis/data science or relevant internship/full-time roles.
  • •Solid statistics foundation including A/B testing, hypothesis testing, and regression analysis.
  • •Proficient in SQL; able to use Python or R for data processing, basic modeling, and visualization.
  • •Strong structured thinking to break business problems into testable data questions and communicate findings clearly.
Experience:1+ years
Education:Bachelor's
Skills:CommunicationStructured thinkingCross-functional collaborationLearning agilityCuriosity
Tech Stack:SQLPythonRA/B testingHypothesis testingRegression analysisData processingData visualization

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