模型数据运营Leader(策略运营专家)-TikTok安全产品
Core
Designing optimal Agent strategy combinations for risk types, managing Prompt iteration workflows using CoT and Few-shot Learning, and owning core online metrics (Precision, Recall, Latency) for safety products.
Role type
Senior IC model data operations leader (safety strategy)
Builds
Generalized model modular capabilities including violation severity assessment and RAG systems
Domain
AI safety / Content moderation / LLM operations
Deliverable
production ML models
Required skills
LLM principles, Prompt Engineering, data analysis, SQL, team management
Preferred skills
Experience in content risk control, search/recommendation strategies, business English
Technologies
Chain-of-Thought, Few-shot Learning, RAG, LLM
Responsibilities
Design layered strategies for different risk types, establish standard Prompt iteration processes, monitor and optimize online Agent metrics, build modular model capabilities
Seniority
Senior, hands-on IC with team management