数据科学家（审核系统） - TikTok
Core
Build system-level data frameworks and analysis capabilities to support content safety review system stability, strategy optimization, and capability upgrades.
Role type
Senior IC data scientist (content safety & risk control)
Builds
System-level data systems, analysis frameworks, and Agentic Solutions for risk attribution and strategy validation
Domain
Internet platform, content safety, risk control
Deliverable
production ML models
Required skills
SQL, Python, statistical analysis, feature engineering, A/B testing, data attribution, trend forecasting, experimental design
Preferred skills
Content safety domain expertise, blue team/red team analysis, system architecture understanding, Agentic AI solution design
Responsibilities
Analyze relationships between risk control strategies, traffic patterns, and decision models to identify optimization opportunities; Build monitoring mechanisms for strategy effectiveness and system stability; Support complex attack/defense scenario analysis and custom strategy design; Establish experimental evaluation capabilities for strategy iteration and platform governance.
Seniority
Senior, hands-on IC
