模型运维运营（内容治理方向）-抖音编辑
Core
Planning and iterating large model application scenarios within business workflows, specifically for content governance and clustering tasks.
Role type
Senior IC large model application engineer (content governance)
Builds
Optimized business workflows, training/test datasets for model evaluation, and efficiency tools integrating general model capabilities.
Domain
AI/LLM applications in content moderation and business operations
Deliverable
production ML models
Required skills
Large model application methodology, Prompt engineering, Fine-tuning techniques, RAG, Hugging Face, LangChain, Project management
Preferred skills
Experience scaling model training across multiple business scenarios
Responsibilities
Collaborate with algorithm and product teams to define and iterate model workflows; Construct training and test datasets based on content clustering features; Optimize business tool templates and integrate general model capabilities; Manage model project requirements and ensure ROI.
