The AI Impact Timeline: What to Expect
The AI revolution for Network Engineers unfolds in distinct phases. Early impacts, starting as soon as 2026, will significantly affect junior roles. By mid-2028, mid-level positions without specialized skills will face considerable disruption. The late 2030s will see further integration and refinement of AI in network management.
The initial wave, beginning in early 2026, targets foundational tasks. Automation will encompass VLAN setup, routing protocol configuration, and firewall rule management. Declarative infrastructure-as-code tools like Terraform, Ansible, and Cisco DNA Center are making these traditionally manual processes highly automatable.
By mid-2028, the impact escalates. Engineers without cloud networking proficiency or automation expertise will struggle as organizations migrate to cloud-native architectures. This transition involves managing AWS VPC, Azure Virtual Networks, and Google Cloud Networking, areas where AI-driven solutions are increasingly dominant.