Data Scientist (PGC) - TikTok
Core
Analyze user behavior, product features, and the content ecosystem to identify growth opportunities and translate insights into business recommendations for TikTok's PGC business.
Role type
Data Scientist (Analytics & Experimentation)
Builds
Dashboards, analytical definitions, and data-driven strategy evaluations for content distribution and creator growth.
Domain
Social Media / Content Platforms
Deliverable
dashboards & analysis
Required skills
SQL, Python or R, statistics, A/B testing, hypothesis testing, regression analysis, structured thinking
Preferred skills
causal inference, recommendation systems, creator ecosystems, overseas market experience
Responsibilities
Analyze supply and demand dynamics and user behaviors to identify testable business questions; Design and maintain core metrics and dashboards; Partner with Product and Engineering to evaluate strategy impact; Conduct A/B test design, result analysis, and root-cause investigation; Validate business hypotheses through scientific methods.
Seniority
Junior to Mid-level, hands-on IC
