Network and Computer Systems Administrators: daily tasks & AI impact
This page breaks Network and Computer Systems Administrators into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 56/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations. Core | 4.27 | — | — |
| Perform data backups and disaster recovery operations. Core | 4.14 | — | — |
| Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary. Core | 4.08 | — | — |
| Configure, monitor, and maintain email applications or virus protection software. Core | 3.97 | — | — |
| Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use. Core | 3.87 | — | — |
| Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future. Core | 3.77 | — | — |
| Plan, coordinate, and implement network security measures to protect data, software, and hardware. Core | 3.74 | — | — |
| Analyze equipment performance records to determine the need for repair or replacement. Core | 3.65 | — | — |
| Confer with network users about solutions to existing system problems. Core | 3.57 | — | — |
| Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes. Core | 3.57 | — | — |
| Design, configure, and test computer hardware, networking software and operating system software. Core | 3.56 | — | — |
| Perform routine network startup and shutdown procedures, and maintain control records. Core | 3.41 | — | — |
| Load computer tapes and disks, and install software and printer paper or forms. Core | 3.38 | — | — |
| Train people in computer system use. Core | 3.34 | — | — |
| Maintain logs related to network functions, as well as maintenance and repair records. Core | 3.27 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Network and Computer Systems Administrators tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Network and Computer Systems Administrators tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Network and Computer Systems Administrators task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.