Will AI replace farmworkers?
The WEF expects farmworkers to see the largest absolute job growth of any role this decade. Precision agriculture adds sensors, drones and AI advice, which creates new skilled roles on the farm.
The short answer
For farmworkers, most of the working week is hands-on, relational or physical work that today's AI cannot do. AI is a helper here, not a replacement. The score is an estimate of how much of the typical working week involves tasks that current AI tools can perform or speed up. It is not a probability that the job disappears. Read how we calculate it.
Task by task: where AI fits in the work of farmworkers
| Task | Share of time | AI exposure | Effect |
|---|---|---|---|
| Field work and harvesting | 55% | 10 | Assists |
| Operating equipment | 20% | 30 | Assists |
| Monitoring crops and animals | 10% | 45 | Assists |
| Records and compliance | 5% | 60 | Assists |
| Maintenance | 10% | 10 | Assists |
“Can automate” means AI can increasingly do the task with light human review. “Assists” means AI makes a person faster or better, but a human still does the work and owns the result.
What this means for you
AI is most likely to take over records and compliance and monitoring crops and animals. If those tasks fill most of your days, start handing them to AI tools now, on your terms, and use the time you save to grow the parts of the job that stay human.
Your most durable work is field work and harvesting and maintenance. These depend on trust, physical presence, context or accountability, which is why employers keep paying for them even as tools improve.
Skills to learn next
- Precision agriculture technology
- Drone and equipment operation
- Soil and water management
- Farm business skills
Free and low-cost courses to start
- Elements of AI (University of Helsinki and MinnaLearn, free)
- AI Fluency: Framework & Foundations (Anthropic, free)
- Generative AI for Beginners (21 lessons) (Microsoft, free)
See all learning paths and the video library.
Job outlook
Growing Demand for this work is expected to grow. Farmworkers top the WEF list of largest absolute job growth to 2030.
Frequently asked questions
Will AI replace farmworkers?
Not entirely. On AI Hope's task-based estimate, this job scores 20/100 for AI exposure (low exposure). Demand for this work is expected to grow. The biggest changes are in records and compliance and monitoring crops and animals.
Which tasks can AI already do for farmworkers?
AI is strongest at records and compliance (exposure 60/100) and monitoring crops and animals (exposure 45/100). It has the least impact on field work and harvesting and maintenance.
What should farmworkers learn to stay ahead of AI?
Focus on precision agriculture technology, drone and equipment operation, soil and water management and farm business skills.
Sources and assumptions: task mix and exposure ratings are AI Hope editorial estimates informed by research from the ILO (2025), the IMF (2024), the World Economic Forum (Future of Jobs Report 2025) and published academic exposure studies. Your own job may differ. Try the custom checker to score your actual week.
Safer adjacent careers
Roles that reuse much of your experience. Scores are on the same scale.