Computer Network Architects

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 13 (39%)
• AI can speed this up with extra software: 18 (55%)
• Little or no AI speed-up: 2 (6%)

• Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.AI can speed this up on its own · core task · Seen in real AI use
• Develop conceptual, logical, or physical network designs.AI can speed this up on its own · core task · Seen in real AI use
• Develop and implement solutions for network problems.AI can speed this up on its own · core task
• Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.AI can speed this up on its own · core task · Seen in real AI use
• Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.AI can speed this up on its own · core task
• Develop network-related documentation.AI can speed this up on its own · core task
• Research and test new or modified hardware or software products to determine performance and interoperability.AI can speed this up on its own · core task · Seen in real AI use
• Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.AI can speed this up on its own · core task
• Explain design specifications to integration or test engineers.AI can speed this up on its own · core task · Seen in real AI use
• Develop or maintain project reporting systems.AI can speed this up on its own · core task
• Use network computer-aided design (CAD) software packages to optimize network designs.AI can speed this up on its own · core task
• Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.AI can speed this up on its own · core task
• Maintain networks by performing activities such as file addition, deletion, or backup.AI can speed this up on its own · supplemental task
• Develop disaster recovery plans.AI can speed this up with extra software · core task
• Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.AI can speed this up with extra software · core task · Seen in real AI use
• Coordinate network or design activities with designers of associated networks.AI can speed this up with extra software · core task
• Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.AI can speed this up with extra software · core task · Seen in real AI use
• Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.AI can speed this up with extra software · core task
• Evaluate network designs to determine whether customer requirements are met efficiently and effectively.AI can speed this up with extra software · core task
• Adjust network sizes to meet volume or capacity demands.AI can speed this up with extra software · core task
• Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.AI can speed this up with extra software · core task · Seen in real AI use
• Estimate time and materials needed to complete projects.AI can speed this up with extra software · core task · Seen in real AI use
• Supervise engineers or other staff in the design or implementation of network solutions.AI can speed this up with extra software · core task
• Coordinate network operations, maintenance, repairs, or upgrades.AI can speed this up with extra software · core task
• Develop procedures to track, project, or report network availability, reliability, capacity, or utilization.AI can speed this up with extra software · core task
• Communicate with customers, sales staff, or marketing staff to determine customer needs.AI can speed this up with extra software · core task
• Prepare design presentations and proposals for staff or customers.AI can speed this up with extra software · core task · Seen in real AI use
• Prepare or monitor project schedules, budgets, or cost control systems.AI can speed this up with extra software · core task
• Develop plans or budgets for network equipment replacement.AI can speed this up with extra software · core task
• Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.AI can speed this up with extra software · core task · Seen in real AI use
• Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.AI can speed this up with extra software · supplemental task
• Coordinate installation of new equipment.Little or no AI speed-up · core task
• Maintain or coordinate the maintenance of network peripherals, such as printers.Little or no AI speed-up · core task