增长数据科学家（模型方向）- TikTok（上海）
Core
Build and improve statistical models (e.g., LTV prediction, causal inference) to guide user growth decisions and solve product challenges.
Role type
Senior IC growth data scientist (modeling)
Builds
User growth strategies and product features
Domain
Consumer social media / User growth
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, Deep learning, User-level modeling, SQL, Python, R, Causal inference
Preferred skills
None stated
Technologies
SQL, Python, R
Responsibilities
Build and improve statistical models for user growth, Design and analyze statistical metric experiments, Collaborate with product and engineering teams to drive product development, Establish cross-product analysis paradigms
Seniority
Senior, hands-on IC
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