AI will not replace VMware engineers in 2026. VMware infrastructure - including vSphere cluster management, NSX network virtualisation, vSAN storage configuration, and Tanzu Kubernetes Grid deployment - demands deep virtualisation expertise that AI tools cannot substitute. VMware's acquisition by Broadcom has increased the demand for engineers who advise on migration strategies, cost optimisation, and evaluating alternatives across enterprise infrastructure environments.
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