BETA
Updated: Mar 2
BETA
Updated: Mar 2
Evolving
Last Update: 2/17/2026
Your role’s AI Resilience Score is
46.5%
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
Farm Labor Contractors
They organize and manage farm workers, making sure there's enough help for planting, harvesting, and other farm tasks, while ensuring workers are treated fairly.
This role is evolving
The career of farm labor contractors is labeled as "Evolving" because AI and digital tools are starting to play a bigger role in managing tasks like payroll and hiring. These technologies help streamline operations but don't replace the essential human skills needed for supervising workers and ensuring their well-being.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is evolving
The career of farm labor contractors is labeled as "Evolving" because AI and digital tools are starting to play a bigger role in managing tasks like payroll and hiring. These technologies help streamline operations but don't replace the essential human skills needed for supervising workers and ensuring their well-being.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Stable78.1%
78.1%
Microsoft's Working with AI
AI Applicability
Stable72.3%
72.3%
Will Robots Take My Job
Automation Resilience
Changing fast7.8%
7.8%
Low Demand
Labor Market Outlook
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
6.0%
Growth Percentile:
80.6%
Annual Openings:
300
Annual Openings Pct:
2.2%
Analysis of Current AI Resilience
Farm Labor Contractors
Updated Quarterly • Last Update: 2/17/2026
What's changing and what's not
For farm labor contractors today, some behind-the-scenes tasks use software, but frontline work stays mostly hands-on. For example, paying wages is often done with payroll programs. Industry guides note that farm payroll software (like QuickBooks) lets owners “focus on productivity instead of worrying about…salaries, taxes and benefits” [1].
In fact, the official O*NET profile lists “Accounting software – QuickBooks” as a common tool [2]. Hiring is also partly digital: new apps are matching workers and farms more quickly. One UK agricultural app (AG-HAND) connects farms with seasonal laborers directly [3], and broader apps let hourly workers see job postings or swap shifts on their phone [4].
These tools speed up recruiting and scheduling.
However, many core tasks still need people. For example, providing drinking water, food or toilets in the fields [2] requires human judgment and care. Similarly, choosing and supervising foremen, or honestly checking work quality, aren’t easily automated.
Experts note that while farm machines (like driverless tractors or automated irrigation) are improving yields [4], small ranchers worry new robots might not handle tricky tasks as well as people [4] [5]. In practice, AI today mostly helps farm labor contractors by handling records and schedules, not by replacing the human supervisors and caretakers.
Sources
AI in the real world
Whether farms jump on AI or not depends on several factors. One big issue is cost: many farms run on tight margins, so new tech must clearly pay off. Extension experts point out that adopting robots or software can be “complicated… with issues connected to the affordability of new technologies” [5].
In other words, if an app or robot is very expensive, a contractor might decide it’s cheaper to keep paying people. On the other hand, finding farmworkers is often hard – when workers are scarce, owners look for tech help. For instance, tools that keep current workers happy can save money: one study notes training a new hire can cost \$4–8K [4], so apps that help retain workers may seem attractive.
Social and legal factors also play a role. Some farmworkers may worry about machines taking over, and farms must still meet rules (like providing housing or clean water) that computers can’t do by themselves. In short, AI and digital tools may spread faster in farm labor management when they clearly cut costs and keep workers safe, but many tasks – especially those needing personal attention – will stay under human leadership.
That means skills like communication, organizing crews, and understanding workers’ needs remain very valuable for farm labor contractors.
Sources
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More Career Info
Career: Farm Labor Contractors
Parent Careers
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Employment & Wage Data
Median Wage
$48,690
Jobs (2024)
3,900
Growth (2024-34)
+6.0%
Annual Openings
300
Education
No formal educational credential
Experience
Less than 5 years
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Supervise the work of contracted employees.
2
Employ foremen to deal directly with workers when recruiting, hiring, instructing, assigning tasks, and enforcing work rules.
3
Provide check-cashing services to employees.
4
Provide food, drinking water, and field sanitation facilities to contracted workers.
5
Direct and transport workers to appropriate work sites.
6
Furnish tools for employee use.
7
Recruit and hire agricultural workers.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
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