Data Scientist (Content Ecology & Creator) - E-commerce Governance

Build governance strategies for TikTok Shop’s creator ecosystem by discovering abuse patterns in content and creator behavior data. Create executable rule- and risk-based detection approaches, develop offline machine learning models (e.g., XGBoost, Random Forest, anomaly detection), and use clustering to identify bad-actor syndicates. Define north-star governance metrics, deliver dashboards and automated anomaly alerts, and monitor precision/recall to diagnose shifts in ecosystem health and root causes.