As of June 2026, Farmers, Ranchers, and Other Agricultural Managers has an AI-exposure score of 53/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.
Farmers, Ranchers, and Other Agricultural Managers
More exposed than 39% of the roles we track. Median pay ~US$89,900. About 85,500 projected openings a year (BLS 2024–34 — growth plus replacement).
Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.
How you compare to similar Management roles
Your tasks, by AI exposure
- Collect and record growth, production, and environmental data.
- Provide information to customers on the care of trees, shrubs, flowers, plants, and lawns.
- Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities.
- Maintain financial, operational, production, or employment records for farms or ranches.
- Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.
- Prepare reports required by state and federal laws.
- Analyze soil to determine types or quantities of fertilizer required for maximum crop production.
- Analyze market conditions to determine acreage allocations.
- Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire.
- 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.
- Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.
- Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.
- Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries.
- 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.
- Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.
- Position and regulate plant irrigation systems, and program environmental and irrigation control computers.
- Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields.
No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (65%).
Safer adjacent roles
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