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AI exposure Computer and mathematical

Will AI replace computer user support specialists?

Computer User Support Specialists. US occupation 15-1232.

46.9%

of the time computer user support specialists spend on their work goes on tasks where AI is already being used to do that work.of computer user support specialists' working hours go on tasks AI has already started taking off their plate.

Ranked 16 of 756 US occupations. More exposed than 97% of them.Further along than 97% of them.

Average US job 7.7%

One of the most exposed jobs in the country.Front of the queue for an AI assistant.

What AI already does for computer user support specialistsWhat computer user support specialists no longer do alone

O*NET lists 16 tasks for computer user support specialists. AI use at work shows up in 6 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Enter commands and observe system functioning to verify correct operations and detect errors.Core task mostly automated 0.98
  2. Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.Core task mostly automated 0.97
  3. Answer user inquiries regarding computer software or hardware operation to resolve problems.Core task mostly automated 0.93
  4. Modify and customize commercial programs for internal needs. mostly automated 0.90
  5. Prepare evaluations of software or hardware, and recommend improvements or upgrades.Core task automated and assisted 0.77
  6. Develop training materials and procedures, or train users in the proper use of hardware or software.Core task automated and assisted 0.76

What it does not touch, yetWhat still needs a human

10 of the 16 tasks show no AI use at work in the data.

  • Confer with staff, users, and management to establish requirements for new systems or modifications.Core task
  • Inspect equipment and read order sheets to prepare for delivery to users.Core task
  • Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.Core task
  • Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.Core task
  • Oversee the daily performance of computer systems.Core task
  • Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software.Core task
Show the other 4
  • Refer major hardware or software problems or defective products to vendors or technicians for service.Core task
  • Set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.Core task
  • Conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis.
  • Hire, supervise, and direct workers engaged in special project work, problem-solving, monitoring, and installation of data communication equipment and software.

How that compares

Among the 21 computer and mathematical occupations, computer user support specialists rank 7. The group averages 37.9%, and its most exposed job is Computer Programmers at 74.5%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 13Web Developers 48.0%
  2. 14Mathematical Science Occupations, All Other 47.9%
  3. 15Technical Writers 47.5%

Just below

  1. 17Desktop Publishers 46.4%
  2. 18Data Scientists 46.1%
  3. 19Public Relations Specialists 45.3%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.