Data Scientist (Quant Modeling) - TikTok
Core
Design and monitor core metrics, identify root causes of metric movements, and leverage causal structures of user behavior to guide product decisions and user growth.
Role type
Senior IC data scientist (quant modeling)
Builds
Statistical models (LTV, ROI prediction) and model-driven analysis for product strategy
Domain
Internet / E-commerce / User Growth
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, User-level modeling, A/B testing design, SQL, Python/R
Preferred skills
Deep learning, Product logic thinking, Cross-functional collaboration
Technologies
SQL, Python, R
Responsibilities
Build and improve statistical models for user growth decisions; Design, run, and analyze A/B experiments; Conduct deep-dive analysis to identify trends and opportunities; Collaborate with product and engineering teams to drive product development.
Seniority
Mid-level, hands-on IC
