Which systems administrator tasks are most exposed to AI?

Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations. Perform data backups and disaster recovery operations. Monitor system operation to detect potential problems.

Will AI replace systems administrators? What the job data shows

Q: Will AI replace systems administrators?

Our estimate puts systems administrators at higher exposure: that is how much of the listed work is information processing AI tools can do or speed up, not a forecast that the job disappears. JobRipe doesn't have enough postings yet to show a demand trend.

AI exposure (estimate)

Higher exposure

From 48 O*NET tasks

Hiring demand on JobRipe

Demand trend: not enough data yet

Open jobs now

2,258

from 778 employers

An estimate, not a prediction. This is an estimate of how much of this kind of work AI tools can do or speed up, built from published task lists. It is not a prediction about your job, your employer or your career: most jobs change rather than disappear, and the parts that change are often the routine ones.

What the work is made of

Information work (reading, writing, calculating, analysing)about 50%
Planning, deciding and coordinatingabout 30%
Working directly with peopleabout 20%
Hands-on physical workabout 0%

Tasks AI tools can do or speed up

Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.
Perform data backups and disaster recovery operations.
Monitor system operation to detect potential problems.
Configure, monitor, and maintain email applications or virus protection software.

Tasks that rely on people or hands-on work

Communicate with staff or clients to understand specific system requirements.
Provide customers or installation teams guidelines for implementing secure systems.
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.
Provide technical guidance or support for the development or troubleshooting of systems.

Tasks as published by O*NET for Network and Computer Systems Administrators, Computer Systems Engineers/Architects.

Skills rising and falling in systems administrator job ads

Not enough postings from the same employers in both periods to compare skills yet.

Thinking about a move?

See nearby roles, how many of their skills you already have, what they pay in job ads, and free or government-funded ways to learn the rest.

Plan a career switch See systems administrator jobs DevOps & SRE salaries

Related occupations

IT support specialistHigher exposure

How we work this out

Every task O*NET lists for the occupation is put in one of four groups by its main verb and what it acts on. Information work counts fully towards exposure, planning and deciding half, working directly with people a fifth, and hands-on physical work not at all. Tasks are weighted by how important O*NET's survey of workers rates them. The weighted result is shown only as a band.

Information work (reading, writing, calculating, analysing)
counts fully towards exposure
Planning, deciding and coordinating
counts half towards exposure
Working directly with people
counts a fifth towards exposure
Hands-on physical work
counts not at all towards exposure

Bands: Lower exposure, Medium exposure from 40 in 100 weighted task points, Higher exposure from 65 in 100 weighted task points. Supplemental tasks count 70% of a core task.

Demand: new postings JobRipe first saw from 2026-07-26 to 2026-10-24 compared with the 90 days before (2026-04-27 onwards), only from employers JobRipe was already tracking before 2026-04-27, so adding employers never looks like growth. A trend needs at least 20 earlier postings from 5+ employers; a change of 15% or more is “growing” or “shrinking”. A rising or falling skill needs 10+ postings and a 5-point move.

Sources

O*NET 30.3 Database (task statements, task importance ratings, occupation data), U.S. Department of Labor, Employment and Training Administration (USDOL/ETA) · CC BY 4.0
Autor, Levy & Murnane (2003), The Skill Content of Recent Technological Change, Quarterly Journal of Economics 118(4) · used for the routine / non-routine task framework (method only, no data)
· used for the idea of rating exposure task by task from O*NET (method only, no data)