评论治理运营（识别策略） - 抖音内容运营
Core
Optimizing the end-to-end comment governance workflow (user submission → machine review → human review) for Douyin, leveraging AI and large models to improve efficiency and accuracy in identifying low-quality, controversial, and fake content.
Role type
Senior Content Operations Specialist (Comment Governance & Strategy)
Builds
Automated comment review systems, risk detection strategies, and human-machine collaboration workflows for Douyin's content ecosystem.
Domain
Social Media / Content Moderation / AI Application
Deliverable
production ML models
Required skills
Data analysis and interpretation, Strategy design for content governance, AI/LLM application in workflows, Cross-functional project management, System optimization, Risk-efficiency balancing
Preferred skills
Experience in video content strategy, Community risk control, Recall strategy design
Technologies
Large Language Models (LLMs), AI tools, Data analysis tools
Responsibilities
Optimize the comment review pipeline and build systematic governance frameworks; Design and iterate machine learning models to improve recall and accuracy of violation detection; Establish data monitoring mechanisms to identify strategy gaps and output optimization plans; Collaborate with algorithm, R&D, and execution teams to balance risk and efficiency.