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AI Work Index

Headline risk

1%

Very Low Risk

Farmers, ranchers, and other agricultural managers

United States AI Work IndexISCO 1223crosswalk_exact

United States AI Work Index tracks this occupation on the shared structural baseline and then layers on local demand resilience, wages, and confidence.

836.1 current · 825 projectedConfidence high

Why This Score

Tasks 100%

Share of job tasks that overlap with current AI capabilities

Wage $88K

Median annual wage

Demand -1%

Projected employment change over 10 years

Preparation Zone 4

Typical preparation needed for this occupation

Occupation profile

Plan, direct, or coordinate the management or operation of farms, ranches, greenhouses, aquacultural operations, nurseries, timber tracts, or other agricultural establishments. May hire, train, and supervise farm workers or contract for services to carry out the day-to-day activities of the managed operation. May engage in or supervise planting, cultivating, harvesting, and financial and marketing activities.

Task evidence

100% weighted task match · 0% effective coverage

Scores combine AI task overlap, human advantages, and local demand. How it works

United States Now

Median Wage

USD 87,980

Employment 2024

836.1K

Projected Change (2024–34)

-1.3%

Openings (2024–34)

85.5K

Wage distribution

Bottom 10%: USD 51,70025th pctl: USD 67,970Median: USD 87,98075th pctl: USD 115,200Top 10%: USD 156,530

Demand outlook

Employment of farmers, ranchers, and other agricultural managers is projected to grow 1 percent from 2024 to 2034, decline.

Education: High school diploma or equivalent Experience: 5 years or more

Role Profile

Problem solving and decision makingAdaptabilityLeadership

Tasks

  • 1. Collect and record growth, production, and environmental data. AI use: 0%
  • 2. Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire. AI use: 0%
  • 3. Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research. AI use: 0%
  • 4. Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules. AI use: 0%
  • 5. Prepare reports required by state and federal laws. AI use: 0%
  • 6. Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks. AI use: 0%

Technologies

Microsoft ExcelMicrosoft Office softwareAdobe PhotoshopAtlassian ConfluenceFacebookMicrosoft Access

Requirements

Telework: 34.8%Telework: 65.2%License required: 19.6%License required: 80.4%Apprenticeship: <5%Apprenticeship: >95%

Work context

Face-to-Face Discussions with Individuals and Within Teams 4.8/5
Outdoors, Exposed to All Weather Conditions 4.8/5
Freedom to Make Decisions 4.5/5
Determine Tasks, Priorities and Goals 4.5/5
Work With or Contribute to a Work Group or Team 4.5/5
Contact With Others 4.3/5

Worker profile

Median age 56.1 · 810K employed

Under 25: 4% · 25–54: 41% · 55+: 54%

Related

No direct US role match is available yet for this occupation.