大模型运营（生活服务方向）-商业生态与安全
Core
Design and orchestrate large language model (LLM) solutions for life service scenarios (merchants, products, live streaming, short video, POI, interaction content quality) to enhance user experience and risk control governance.
Role type
Senior LLM Operations Engineer (Life Services)
Builds
LLM-based content quality governance strategies and workflows for life service platforms
Domain
Life services industry + Large Language Models (LLM) / RAG
Deliverable
production ML models
Required skills
LLM orchestration, Prompt engineering, Workflow architecture design, Data analysis (VVR, false positive/negative rates), Model tuning, Cross-functional collaboration
Preferred skills
Knowledge of LLM principles and boundaries, Algorithmic background, Multi-modal content analysis, Product solution design
Technologies
LLM, RAG, VVR
Responsibilities
Design and orchestrate LLM solutions for content quality governance; Establish full-link mechanisms for requirement analysis, strategy optimization, and effect feedback; Optimize models and identify improvement opportunities; Monitor model anomalies and optimize Prompt/Workflow architecture.
Seniority
Senior, hands-on IC
