短剧标准运营（风险库PE方向）-CQC
Core
Define and execute PE standards for story risks in short drama content by deconstructing character settings, plot trajectories, visual presentation, and behavioral patterns into executable models.
Role type
Standardization operations specialist for risk PE in short drama
Builds
Executable PE standards and recall schemes for risk event identification
Domain
Short drama / Film & TV content governance
Deliverable
production ML models
Required skills
Content risk analysis, PE standard formulation, Model evaluation, Prompt engineering, Sample construction, Cross-functional collaboration, Risk event abstraction, Strategy optimization
Preferred skills
Experience with large/multimodal models, AI identification implementation, Short drama industry knowledge
Technologies
Large language models, Multimodal models, Prompt frameworks
Responsibilities
Decompose risk dimensions (characters, plots, visuals) into executable PE standards; Collaborate with algorithm and product teams on model implementation; Manage negative case analysis and standard knowledge bases; Drive the full lifecycle of risk identification strategies from definition to evaluation.