AIOps高级运维大模型工程师-抖音服务架构（北京/深圳）
Core
Planning and implementing LLM applications for AIOps, including alarm governance, incident response, and root cause analysis.
Role type
Senior IC machine-learning engineer (AIOps)
Builds
Intelligent O&M products and tools such as smart Q&A bots, alarm noise reduction assistants, and SRE Copilot.
Domain
Technology / AIOps / Large Language Models
Deliverable
production ML models
Required skills
LLM fine-tuning, model deployment, data processing, Transformer/BERT/GPT principles, vector database management, RAG implementation
Preferred skills
SRE experience, backend development experience, published papers in top AI/ML venues
Technologies
Transformer, BERT, GPT, Vector DB, RAG
Responsibilities
Design and build knowledge bases for O&M domains; optimize models for specific scenarios like alarm noise identification and impact assessment; establish data standards and evaluation systems for model training.
Seniority
Senior, hands-on IC