AI exposure by occupation, O*NET 13-1074.00
Will AI replace Farm Labor Contractors?
Farm Labor Contractors: AI can already handle 7 of 7 tasks; the work mostly needs a frontier-tier model.
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Every task, scored
The 7 tasks O*NET 30.3 lists for Farm Labor Contractors, from most to least exposed. 7 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Pay wages of contracted farm laborers. | Estimated | Efficient | |
| Provide food, drinking water, and field sanitation facilities to contracted workers. | Estimated | Frontier | |
| Recruit and hire agricultural workers. | Estimated | Frontier | |
| Direct and transport workers to appropriate work sites. | Estimated | Frontier | |
| Employ foremen to deal directly with workers when recruiting, hiring, instructing, assigning tasks, and enforcing work rules. | Estimated | Frontier | |
| Supervise the work of contracted employees. | Estimated | Frontier | |
| Furnish tools for employee use. | Estimated | Frontier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 7 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 7 of 7. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A frontier-tier model or lower covers 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 310
- Median annual wage
- $58,460
- Middle half of earners
- $35,720 to $79,590
- Projected change, 2024 to 2034
- +6.0%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Farmworkers and Laborers, Crop, Nursery, and Greenhouse 71% skill overlap, about 10 months to move Exposure39
- Farmers, Ranchers, and Other Agricultural Managers 65% skill overlap, about 13 months to move Exposure46
- Farmworkers, Farm, Ranch, and Aquacultural Animals 64% skill overlap, about 13 months to move Exposure16
- First-Line Supervisors of Farming, Fishing, and Forestry Workers 62% skill overlap, about 14 months to move Exposure28
- Buyers and Purchasing Agents, Farm Products 62% skill overlap, about 14 months to move Exposure63
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Farm Labor Contractors and AI
Will AI replace Farm Labor Contractors?
AI already handles 7 of the 7 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 75 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +6.0% from 2024 to 2034.
What is the AI exposure of Farm Labor Contractors?
75 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 7 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 7 are estimated from each task's O*NET work activity.
Which Farm Labor Contractors tasks can AI already do?
The tasks with the highest exposure are: Pay wages of contracted farm laborers; Provide food, drinking water, and field sanitation facilities to contracted workers; Recruit and hire agricultural workers. They are three of the 7 tasks that reach 60 or more.
What AI model tier does this role need?
A frontier-tier model or lower covers 100% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Farm Labor Contractors, and what do they earn?
310 people in the United States, with a median annual wage of $58,460 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +6.0% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Farm Labor Contractors. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/farm-labor-contractors
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