SOC 13-1074
Farm Labor Contractors
Risk Score
⚠️59/100
Elevated
US Employment
👥410
Total workers
Median Wage
💰$49K
$30K – $87K
Projected Growth
📈+6%
2023-2033 (BLS)
GenAI Exposure
🤖95/100
High exposure
💡 Farm Labor Contractors face a risk score of 59/100 — 15 points above the national average of 44. With 95/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →
💡 Workers in this field earn $49K ($2K above the national median). The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →
🔍 AI Impact Analysis
With a risk score of 59/100, Farm Labor Contractors faces moderate automation pressure. While tasks like generative ai producing marketing and creative copy are increasingly handled by AI, the role retains significant human elements. The 410 workers in this occupation should focus on strengthening skills in strategic advisory requiring deep client relationship knowledge and navigating regulatory ambiguity and compliance judgment to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Farm Labor Contractors?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
Generative AI producing marketing and creative copy
Algorithmic trading and AI portfolio management
AI-powered research and literature review tools
Large language model automation of analysis tasks
🛡️ Tasks Safe from Automation
Strategic advisory requiring deep client relationship knowledge
Navigating regulatory ambiguity and compliance judgment
Stakeholder management in complex organizational settings
Ethical judgment in fiduciary and advisory roles
📊 vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
🔄 Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Advertising, Marketing, Promotions, Public Relations, and Sales Managers | 16 | $145K | 51% |
| Lawyers, Judges, and Related Workers | 17 | $144K | 69% |
| Business Operations Specialists | 28 | $80K | 77% |