[{"data":1,"prerenderedAt":23},["ShallowReactive",2],{"blog-tag-en-ai-infrastructure":3},[4,16],{"path":5,"title":6,"description":7,"date":8,"tags":9},"\u002Fblog\u002Fen\u002Fkubernetes-mlops-gpu-scheduling-talent-shortage","In the Age of AI-Written Code, Why Are Infrastructure Engineers Getting Raises? Inside the 'MLOps Talent Shortage' Fueled by the Corporate AI Adoption Rush","Generative AI has made it possible for almost anyone to write code, yet as more companies adopt AI, demand for MLOps talent who can reliably run GPUs and model serving on Kubernetes keeps rising. Here's why, and how a managed Kubernetes platform can help.","2026-07-30",[10,11,12,13,14,15],"kubernetes","k3s","mlops","ai-infrastructure","gpu-scheduling","devops",{"path":17,"title":18,"description":19,"date":20,"tags":21},"\u002Fblog\u002Fen\u002Fmlops-kubernetes-devops-ai-skills-2026","\"DevOps Engineers Are Becoming Obsolete\" Is a Lie. 5 MLOps Skills Every Kubernetes Operator Must Master in the AI Era","As AI automates infrastructure, are DevOps engineers really becoming irrelevant? The reality is the opposite — demand for MLOps Kubernetes talent is surging. Here are the 5 skills you need in 2026.","2026-07-11",[10,12,15,11,22,13],"ci-cd",1786354674628]