Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.

“Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.” is a task performed by Farmers, Ranchers, and Other Agricultural Managers. Among the occupation's 30 rated tasks, workers place it 6th by importance (#25 most important).

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Manage agricultural or forestry operations. in Guiding, Directing, and Motivating Subordinates

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

Other tasks in this occupation

• Collect and record growth, production, and environmental data. · importance 4.5
• Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research. · importance 4.4
• Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques. · importance 4.2
• Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks. · importance 4.1
• Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire. · importance 4.1
• Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules. · importance 4.1
• Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries. · importance 4.0
• Position and regulate plant irrigation systems, and program environmental and irrigation control computers. · importance 4.0
• Prepare reports required by state and federal laws. · importance 4.0
• Inspect facilities and equipment for signs of disrepair, and perform necessary maintenance work. · importance 3.9
• Maintain financial, operational, production, or employment records for farms or ranches. · importance 3.9
• Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities. · importance 3.8
• Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement. · importance 3.8
• Negotiate with buyers for the sale, storage, or shipment of crops or livestock. · importance 3.8

See all tasks on the Farmers, Ranchers, and Other Agricultural Managers page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-21394,
  title  = {Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-21394}
}