抖音生态治理模型运营 - 抖音内容运营
Core
Build and optimize large language model (LLM) governance models for content moderation, including prompt engineering, data curation, and agent evaluation to ensure high-quality user content on the Douyin platform.
Role type
Senior LLM Operations Engineer (Content Governance)
Builds
Production-ready LLMs and AI Agents for content safety and quality
Domain
Social Media / AI Content Moderation
Deliverable
production ML models
Required skills
LLM training and optimization (pre-training, SFT, RL), Prompt engineering, LangChain, AI Agents, data curation, model evaluation, business requirement translation
Preferred skills
Experience with low-quality content detection, rumor identification, industry trend analysis
Technologies
LangChain, LLM frameworks, Prompting frameworks
Responsibilities
Define training standards and produce datasets for governance models; Evaluate LLM Agent performance and establish assessment workflows; Collaborate with algorithm teams to convert requirements into production-ready data and labeling rules; Identify high-quality data sources to enhance model performance.
