ManagementO*NET: 11-9013.00
Will AI Replace Farmers, Ranchers, and Other Agricultural Managers?
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.
28out of 100
Low Risk
AI Risk Score
28/100
Risk Level
Low
Job Zone
4/5
Advanced
Total Tasks Analyzed
19
🤖 What AI Can Do
- â–¸Collect and record growth, production, and environmental data.
- â–¸Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.
- â–¸Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.
- â–¸Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.
- â–¸Position and regulate plant irrigation systems, and program environmental and irrigation control computers.
- â–¸Prepare reports required by state and federal laws.
👤 What Requires Humans
- â–¸Inspect facilities and equipment for signs of disrepair, and perform necessary maintenance work.
- â–¸Negotiate with buyers for the sale, storage, or shipment of crops or livestock.
- â–¸Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.
Task Breakdown
🤖AI Can Automate (10)
- Collect and record growth, production, and environmental data.
- Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.
- Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.
- Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.
- Position and regulate plant irrigation systems, and program environmental and irrigation control computers.
- Prepare reports required by state and federal laws.
- Maintain financial, operational, production, or employment records for farms or ranches.
- Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities.
- Analyze soil to determine types or quantities of fertilizer required for maximum crop production.
- Provide information to customers on the care of trees, shrubs, flowers, plants, and lawns.
👤Requires Humans (3)
- Inspect facilities and equipment for signs of disrepair, and perform necessary maintenance work.
- Negotiate with buyers for the sale, storage, or shipment of crops or livestock.
- Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.
âš¡AI-Assisted (6)
- Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.
- Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire.
- Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries.
- Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.
- Coordinate the selection and maintenance of brood stock.
- Analyze market conditions to determine acreage allocations.
Key Skills Analysis
Active Listening
Importance: 3.88/5.00
Critical ThinkingAI-Resistant
Importance: 3.88/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.75/5.00
Speaking
Importance: 3.62/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.62/5.00
Management of Personnel ResourcesAI-Resistant
Importance: 3.62/5.00
CoordinationAI-Resistant
Importance: 3.50/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.50/5.00
Active LearningAI-Resistant
Importance: 3.38/5.00
Monitoring
Importance: 3.38/5.00
Social PerceptivenessAI-Resistant
Importance: 3.38/5.00
Time ManagementAI-Resistant
Importance: 3.38/5.00
WritingAI-Vulnerable
Importance: 3.25/5.00
PersuasionAI-Resistant
Importance: 3.12/5.00
NegotiationAI-Resistant
Importance: 3.12/5.00
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Frequently Asked Questions
Based on our analysis, Farmers, Ranchers, and Other Agricultural Managers have a low risk of AI replacement with a score of 28/100. This role requires significant human skills like creativity, empathy, and complex decision-making that AI cannot easily replicate.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research