Rankings β Will AI Replaceβ¦
Will AI Replace Farm Labor Contractors?
π‘ Farm Labor Contractors have a composite risk score of 59/100 (Frey-Osborne probability: 97%, GenAI exposure: 95/100). With 410 workers in the US, this occupation faces moderate but manageable AI pressure. Full occupation profile β
π― The Verdict
Possible. Significant task automation is underway β workers should actively upskill.
With 410 workers and a median wage of $49K,farm labor contractors represent a significant portion of the US workforce. Their GenAI exposure index is 95%, meaning a majority of their core tasks overlap with current generative AI capabilities.
Risk Score
59/100
Employment
410
Median Wage
$49K
GenAI Exposure
95%
β οΈ 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
π‘οΈ Tasks AI Can't Easily Replace
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
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Advertising, Marketing, Promotions, Public Relations, and Sales Managers
51% skills overlap Β· $145K median wage
Lawyers, Judges, and Related Workers
69% skills overlap Β· $144K median wage
Business Operations Specialists
77% skills overlap Β· $80K median wage
β Frequently Asked Questions
Will AI completely replace farm labor contractors?
Possible. Significant task automation is underway β workers should actively upskill.
What is the AI risk score for farm labor contractors?
Farm Labor Contractors have a composite AI automation risk score of 59 out of 100, classified as "Elevated".
How many farm labor contractors are there in the US?
There are approximately 410 farm labor contractors employed in the United States.
What do farm labor contractors earn?
The median annual wage for farm labor contractors is $49K.
What skills should farm labor contractors develop?
Focus on tasks AI can't easily replicate: 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. These human-centric skills will become more valuable as routine tasks are automated.