Job Check
Farm Labor Contractors
Recruit and hire seasonal or temporary agricultural laborers. May transport, house, and provide meals for workers.
7 main tasks · most important first
Your main tasks and AI
Importance- 01Pay wages of contracted farm laborers.AI could speed this up, with extra tools
- 02Provide food, drinking water, and field sanitation facilities to contracted workers.Mostly human for now
- 03Recruit and hire agricultural workers.AI could speed this up, with extra tools
- 04Supervise the work of contracted employees.Mostly human for now
- 05Employ foremen to deal directly with workers when recruiting, hiring, instructing, assigning tasks, and enforcing work rules.Mostly human for now
- 06Furnish tools for employee use.Mostly human for now
- 07Direct and transport workers to appropriate work sites.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
14%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 7% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 65% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Provide food, drinking water, and field sanitation facilities to contracted workers.
- Supervise the work of contracted employees.
- Employ foremen to deal directly with workers when recruiting, hiring, instructing, assigning tasks, and enforcing work rules.