Farm Labor Contractors
Recruit and hire seasonal or temporary agricultural laborers. May transport, house, and provide meals for workers.
AI Impact Summary
Farm Labor Contractors faces moderate AI displacement risk with a score of 34/100. This occupation has higher AI displacement risk than 30% of all analyzed occupations. Of 8 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
8 tasks analyzed
Pay wages of contracted farm laborers.
Provide food, drinking water, and field sanitation facilities to contracted workers.
Recruit and hire agricultural workers.
Direct and transport workers to appropriate work sites.
Employ foremen to deal directly with workers when recruiting, hiring, instructing, assigning tasks, and enforcing work rules.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Pay wages of contracted farm laborers. | 90 | 85.2% | 15% |
| Provide food, drinking water, and field sanitation facilities to contracted workers. | 30 | 45.0% | 10% |
| Recruit and hire agricultural workers. | 30 | 27.0% | 15% |
| Direct and transport workers to appropriate work sites. | 25 | 43.0% | 15% |
| Employ foremen to deal directly with workers when recruiting, hiring, instructing, assigning tasks, and enforcing work rules. | 15 | 21.0% | 10% |
Protective Factors
Total protective discount: 19.5%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$48,690
per year
Mean Wage
$51,910
per year
Employment
410
workers
Wage Range
$29,800 - $86,860
10th - 90th pct
Wage Distribution
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