数据科学家（审核方向） - TikTok
Core
Build data science frameworks and metrics for TikTok's content safety manual review business to optimize quality, efficiency, and cost.
Role type
Senior data scientist (content safety & AI-human collaboration)
Builds
AI-human collaborative review workflows, LLM reasoning chains for auditors, and intelligent labeling management systems
Domain
Internet platform content safety and risk governance
Deliverable
production ML models
Required skills
SQL, Python, R, A/B testing, causal inference, LLM reasoning, Agentic RCA, metric system design, trend forecasting
Preferred skills
Experience in content safety, risk control, AI capability evaluation, or internet data analysis
Technologies
LLM, SQL, Python, R
Responsibilities
Define metrics and analysis frameworks for AI-human collaboration; quantify human-AI synergy effects using experiments; construct Agentic RCA for root cause analysis; deploy AI Agents for quality optimization and workforce scheduling
Seniority
Senior, hands-on IC
