数据科学家（OGC内容） - TikTok
Core
Analyze PGC content and product data to identify business problems and growth opportunities around supply, demand, user behavior, and creator ecosystems.
Role type
Junior to Mid-level Product Data Scientist
Builds
Content and product analytics dashboards, A/B test results, and strategy evaluation reports
Domain
Social media / Content platforms / Recommendation systems
Deliverable
dashboards & analysis
Required skills
SQL, Python, R, A/B testing, Hypothesis testing, Regression analysis, Causal inference
Preferred skills
Experience with content products, recommendation systems, creator ecosystems, international markets
Technologies
SQL, Python, R
Responsibilities
Build and maintain core metric systems and dashboards; Design and analyze A/B experiments; Collaborate with product, ops, and algorithm teams on strategy optimization; Validate business hypotheses and provide actionable recommendations.
Seniority
Junior to Mid-level, hands-on IC
