About this role
Design and build LLM, RAG, and agentic AI solutions for autonomous network operations, develop multi-agent workflows using frameworks like LangChain, LangGraph, or MCP, and implement semantic, vector, graph-based, and hybrid retrieval systems. Create AI agents for fault diagnosis, root cause analysis, KPI analysis, incident summarization, and decision support, and deploy AI applications in cloud-native environments.
Skills for this role
LLMRAGAgentic AILangChainLangGraphMCPMulti-agent workflowsSemantic searchVector searchGraph-based retrievalHybrid retrievalAI agentsFault diagnosisRoot cause analysis (RCA)KPI analysisIncident summarizationDecision supportPythonMachine LearningTransformersEmbeddingsLLM architecturesLlamaIndexAutoGenVector databasesGraph databasesData pipelinesAIOpsPredictive analyticsKPI modeling