13-1074.00

Farm Labor Contractors

Recruit and hire seasonal or temporary agricultural laborers. May transport, house, and provide meals for workers.

9.3OUT OF 10SAFEHIGH RISK
High Risk

The bots have your desk already — start pivoting

Top 3% most at-risk occupations we track

Frey & Osborne (2013) estimated 97% probability of automation for this role
paper →
Top 3%
most at-risk
28
jobs riskier than this
+6.0%
projected growth

Disruption Vector

Disruption Type

Software & AI

AI software systems—language models, automation tools, and intelligent algorithms—are the primary vector of disruption for this role.

Farm labor contractors coordinate seasonal agricultural workforces in a domain defined by physical presence, community trust networks, and complex labor law compliance. AI has limited penetration in this role beyond scheduling software; the worker recruitment, housing coordination, and on-farm supervisory functions are too human and relationship-dependent to automate. The role faces more disruption from agricultural robotics reducing the underlying labor demand than from AI targeting the contractor function itself through 2027.

Disrupted byGitHub CopilotChatGPT / GPT-4oSalesforce Einstein

Salary & Job Outlook

Median Annual Pay
$48,690
US Bureau of Labor Statistics
10-Year Job Growth
+6.0%
Faster than average
Education Required
No formal educational credential
Job Zone 2 / 5

AI Risk Timeline

9.3
10.0
10.0
10.0
Today
5 Years
10 Years
20 Years

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)
AI-resistant (1)
Mixed
Active Listening65%
Speaking60%
Coordination62%
Monitoring58%
Time Management55%

Career Pivot Paths

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Farm Labor Contractors

9.3
/ 10
High Risk
93% automation risk

"Your job is so automatable, AI finished this analysis before you loaded the page."

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FARM LABOR CONTRACTORS
9.3

/ 10

HIGH RISK

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This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →