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AI exposure Management

Will AI replace education and childcare administrators?

Education and Childcare Administrators, Preschool and Daycare. US occupation 11-9031.

4.0%

of the time education and childcare administrators spend on their work goes on tasks where AI is already being used to do that work.of education and childcare administrators' working hours go on tasks AI has already started taking off their plate.

Ranked 275 of 756 US occupations. More exposed than 63% of them.Further along than 63% of them.

Average US job 7.7%

Around the middle of the pack.Keeping pace with the average job.

What AI already does for education and childcare administratorsWhat education and childcare administrators no longer do alone

O*NET lists 17 tasks for education and childcare administrators. AI use at work shows up in 4 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. Collect and analyze survey data, regulatory information, and demographic and employment trends to forecast enrollment patterns and the need for curriculum changes.Core task mostly automated 1.00
  2. Inform businesses, community groups, and governmental agencies about educational needs, available programs, and program policies.Core task mostly automated 0.86
  3. Write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities.Core task automated and assisted 0.78
  4. Plan, direct, and monitor instructional methods and content of educational, vocational, or student activity programs.Core task automated and assisted 0.72

What it does not touch, yetWhat still needs a human

13 of the 17 tasks show no AI use at work in the data.

  • Confer with parents and staff to discuss educational activities and policies and students' behavioral or learning problems.Core task
  • Determine allocations of funds for staff, supplies, materials, and equipment and authorize purchases.Core task
  • Determine the scope of educational program offerings and prepare drafts of program schedules and descriptions to estimate staffing and facility requirements.Core task
  • Direct and coordinate activities of teachers or administrators at daycare centers, schools, public agencies, or institutions.Core task
  • Monitor students' progress and provide students and teachers with assistance in resolving any problems.Core task
  • Organize and direct committees of specialists, volunteers, and staff to provide technical and advisory assistance for programs.Core task
Show the other 7
  • Prepare and maintain attendance, activity, planning, accounting, or personnel reports and records for officials and agencies, or direct preparation and maintenance activities.Core task
  • Prepare and submit budget requests or grant proposals to solicit program funding.Core task
  • Recruit, hire, train, and evaluate primary and supplemental staff and recommend personnel actions for programs and services.Core task
  • Review and evaluate new and current programs to determine their efficiency, effectiveness, and compliance with state, local, and federal regulations and recommend any necessary modifications.Core task
  • Review and interpret government codes and develop procedures to meet codes and to ensure facility safety, security, and maintenance.Core task
  • Set educational standards and goals and help establish policies, procedures, and programs to carry them out.Core task
  • Teach classes or courses or provide direct care to children.Core task

How that compares

Among the 35 management occupations, education and childcare administrators rank 22. The group averages 9.8%, and its most exposed job is Financial Managers at 39.1%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 271First-Line Supervisors of Personal Service Workers 4.1%
  2. 271Petroleum Pump System Operators, Refinery Operators, and Gaugers 4.1%
  3. 275Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary 4.0%

Just below

  1. 278Helpers--Production Workers 3.9%
  2. 278Magnetic Resonance Imaging Technologists 3.9%
  3. 278Timing Device Assemblers and Adjusters 3.9%

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.