Companies are hiring engineers who can build, deploy, and maintain LLM agents, RAG pipelines, MCPs, and multi-agent workflows in production environments. The repeated pain signal is that LLM agents break when connected to real data, tools, and operational workflows, making proof-of-concept builds hard to trust and production rollouts risky.