Required Skills
Strong architecture experience with GenAI, LLM applications, RAG, vector search, agentic AI, and multi agent orchestration.
Experience with frameworks such as LangGraph, LangChain, CrewAI, AutoGen, LlamaIndex, or equivalent.
Strong understanding of enterprise system design, including distributed architecture, event driven design, API first design, HA/DR, observability, and security.
Experience with tool/function calling, workflow orchestration, agent state management, prompt management, and model governance.
Knowledge of network operations concepts such as incidents, alarms, telemetry, topology, RCA, configuration drift, change management, and remediation.
Experience with cloud native architecture, Kubernetes, microservices, CI/CD, secrets management, and API gateways.
Strong stakeholder communication skills for leadership, engineering, operations, security, and business teams.
Preferred Skills
Experience with telecom, service provider, data center, or large enterprise infrastructure environments.
Experience defining responsible AI frameworks, model risk controls, agent evaluation standards, and audit safe AI workflows.