Data Scientist, PGC Traffic Strategy and CRP - TikTok
Core
Analyze user behavior, product features, and content ecosystem to generate business insights for actionable initiatives in TikTok's PGC business.
Role type
Data Scientist (PGC Traffic Strategy and CRP)
Builds
Creator growth strategies, content distribution strategies, and creator monetization strategies
Domain
Social Media / Content Platforms
Deliverable
production ML models
Required skills
SQL, Python, R, causal inference, experimental design, metrics framework design, recommendation systems
Preferred skills
content product experience, creator management strategies, social media account operation
Technologies
SQL, Python, R
Responsibilities
Collaborate with MLE to enhance recommendation system efficiency; assess creator rewards program progress and develop new strategies; develop experimental methodologies to evaluate two-sided market dynamics; create metrics frameworks to monitor product health; utilize causal inference to evaluate causality in non-experimental contexts.
Seniority
Mid-level, hands-on IC