AI Engineer
Core
Design and build production-grade agent and RAG systems to power intelligent, reliable automation for IT operations teams managing hybrid multi-cloud networks.
Role type
Senior IC AI Engineer (Agents & RAG)
Builds
Agent platform capabilities, RAG services, and automated evaluation pipelines for NetBrain's network automation platform.
Domain
Network automation, multi-cloud infrastructure, AI/LLM systems
Deliverable
production ML models | product features
Required skills
Python, C# or C++, RAG system design, agent orchestration (ReAct, Plan-and-Execute), evaluation framework design, LLM security, graph databases/knowledge graphs
Preferred skills
GraphRAG, human-in-the-loop system design, agent frameworks (LangChain, LangGraph, AutoGen, LlamaIndex)
Technologies
LangChain, LangGraph, AutoGen, LlamaIndex, graph databases
Responsibilities
Design and build core agent platform capabilities including orchestration patterns and tool execution layers; Implement enterprise-grade controls for agent execution including human-in-the-loop workflows; Design and implement RAG services including hybrid retrieval and reranking; Build automated evaluation and regression pipelines to maintain quality at scale; Diagnose and resolve complex AI system issues such as retrieval quality and hallucinations; Prototype and productionize emerging AI approaches like GraphRAG and MCP integrations
Seniority
Senior, hands-on IC
