AI产品运营-抖音生活服务
Core
Drive sales Agent adoption across new operational scenarios, optimize RAG knowledge bases for Q&A, and build evaluation standards for AI agents in O2O services.
Role type
AI Product Operations Specialist (Sales Agent & RAG)
Builds
Sales Agent solutions, RAG knowledge bases, Agent evaluation datasets
Domain
O2O (Online-to-Offline) / AI Agents
Deliverable
production ML models
Required skills
Prompt engineering, Workflow orchestration, Agent evaluation, Data analysis, Attribution modeling, RAG knowledge base management
Preferred skills
O2O sales process knowledge, Cross-functional collaboration
Technologies
LLMs, RAG, Prompt Engineering
Responsibilities
Optimize prompt engineering and context engineering to improve agent performance; Build and maintain RAG knowledge bases for business Q&A; Organize agent evaluation and construct high-quality test datasets; Analyze agent conversion funnels to identify improvement opportunities.
