How over is it?

A mood ring wired to real instruments

AI exposure Education and library

Will AI replace farm and home management educators?

Farm and Home Management Educators. US occupation 25-9021.

0.0%

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

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for farm and home management educatorsWhat farm and home management educators no longer do alone

O*NET lists 15 tasks for farm and home management educators. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

15 of the 15 tasks show no AI use at work in the data.

  • Act as an advocate for farmers or farmers' groups.Core task
  • Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.Core task
  • Collaborate with producers to diagnose and prevent management and production problems.Core task
  • Collect and evaluate data to determine community program needs.Core task
  • Conduct agricultural research, analyze data, and prepare research reports.Core task
  • Conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques.Core task
Show the other 9
  • Conduct field demonstrations of new products, techniques, or services.Core task
  • Maintain records of services provided and the effects of advice given.Core task
  • Organize, advise, and participate in community activities and organizations, such as county and state fair events and 4-H Clubs.Core task
  • Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.Core task
  • Research information requested by farmers.Core task
  • Schedule and make regular visits to farmers.Core task
  • Collaborate with social service and health care professionals to advise individuals and families on home management practices, such as budget planning, meal preparation, and time management.
  • Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing.
  • Set and monitor production targets.

How that compares

Among the 57 education and library occupations, farm and home management educators rank 48. The group averages 12.9%, and its most exposed job is Mathematical Science Teachers, Postsecondary at 43.1%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Fallers 0.0%
  2. 346Family and Consumer Sciences Teachers, Postsecondary 0.0%
  3. 346Family Medicine Physicians 0.0%

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.