Will AI replace Network and Computer Systems Administrators?

AI can do 90% of the work Network and Computer Systems Administrators do at least twice as fast. People already use it for 6 of their 20 tasks, while 11 more are ready but barely used so far. Robots can technically handle 2 physical tasks. 1 still needs a person.

AI is already doing this6 · 37% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.Mostly automated13% of time
  • Plan, coordinate, and implement network security measures to protect data, software, and hardware.Mostly automated7% of time
  • Design, configure, and test computer hardware, networking software and operating system software.Mostly automated6% of time
  • Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.Mostly assisted5% of time
  • Analyze equipment performance records to determine the need for repair or replacement.Mostly assisted2% of time
  • Implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system.Mostly automated2% of time

AI could do this next11 · 54% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.16% of time
  • Perform data backups and disaster recovery operations.6% of time
  • Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.6% of time
  • Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.4% of time
  • Maintain logs related to network functions, as well as maintenance and repair records.4% of time
  • Coordinate with vendors and with company personnel to facilitate purchases.4% of time
  • Configure, monitor, and maintain email applications or virus protection software.4% of time
  • Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.4% of time
  • Perform routine network startup and shutdown procedures, and maintain control records.2% of time
  • Train people in computer system use.2% of time
  • Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.2% of time

Robots can technically do this2 · 4% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Load computer tapes and disks, and install software and printer paper or forms.Robots: purpose built settings2% of time
  • Maintain an inventory of parts for emergency repairs.Robots: purpose built settings1% of time

Still needs a person1 · 6% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Confer with network users about solutions to existing system problems.6% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

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What this means

AI can already do almost all of this work at least twice as fast. People in this job already use it heavily. Expect the role to shift toward deciding what to do, checking AI's work and owning the result.

What to do next

  • Do the 6 tasks AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 11 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 2 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 1 task that stay human. This is where your judgment, skill and relationships matter most.
Computer Network Architects91%Telecommunications Engineering Specialists83%Database Administrators95%Database Architects100%Data Warehousing Specialists100%Health Informatics Specialists90%

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