Will AI Replace Agriculture & Forestry Jobs?
We analyzed 14 occupations in agriculture & forestry to determine their AI replacement risk. The average risk score is 61/100.
Risk Distribution
⚠️ Highest Risk Agriculture & Forestry Jobs
Agricultural Inspectors
89Inspect agricultural commodities, processing equipment, and facilities, and fish and logging operations, to ensure compl...
Animal Breeders
80Select and breed animals according to their genealogy, characteristics, and offspring. May require knowledge of artifici...
Farmworkers and Laborers, Crop, Nursery, and Greenhouse
78Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand to...
Farmworkers, Farm, Ranch, and Aquacultural Animals
78Attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and ...
Graders and Sorters, Agricultural Products
76Grade, sort, or classify unprocessed food and other agricultural products by size, weight, color, or condition.......
Log Graders and Scalers
71Grade logs or estimate the marketable content or value of logs or pulpwood in sorting yards, millpond, log deck, or simi...
✅ Safest Agriculture & Forestry Jobs
Logging Workers, All Other
19All logging workers not listed separately.......
Agricultural Workers, All Other
27All agricultural workers not listed separately.......
First-Line Supervisors of Farming, Fishing, and Forestry Workers
28Directly supervise and coordinate the activities of agricultural, forestry, aquacultural, and related workers.......
All Agriculture & Forestry Jobs by AI Risk
| Job Title | Risk Score | Risk Level |
|---|---|---|
| Agricultural Inspectors | 89 | Critical |
| Animal Breeders | 80 | Critical |
| Farmworkers and Laborers, Crop, Nursery, and Greenhouse | 78 | High |
| Farmworkers, Farm, Ranch, and Aquacultural Animals | 78 | High |
| Graders and Sorters, Agricultural Products | 76 | High |
| Log Graders and Scalers | 71 | High |
| Forest and Conservation Workers | 67 | High |
| Logging Equipment Operators | 66 | High |
| Fishing and Hunting Workers | 65 | High |
| Fallers | 62 | High |
| Agricultural Equipment Operators | 48 | Medium |
| First-Line Supervisors of Farming, Fishing, and Forestry Workers | 28 | Low |
| Agricultural Workers, All Other | 27 | Low |
| Logging Workers, All Other | 19 | Very Low |
Future-Proof Your Agriculture & Forestry Career
With an average risk score of 61/100, agriculture & forestry workers should prioritize building AI-complementary skills.
Frequently Asked Questions
Will AI replace agriculture & forestry jobs?
Based on our analysis of 14 occupations, the average AI replacement risk in agriculture & forestry is 61/100. 6 jobs face high risk, while 3 jobs have low risk. The impact varies significantly depending on the specific tasks involved in each role.
Which agriculture & forestry jobs are most at risk?
The highest-risk jobs include Agricultural Inspectors (89/100), Animal Breeders (80/100), Farmworkers and Laborers, Crop, Nursery, and Greenhouse (78/100). These roles involve repetitive or data-processing tasks that AI can increasingly handle.
How can agriculture & forestry workers prepare for AI?
Focus on skills that AI struggles with: creative problem-solving, emotional intelligence, complex physical tasks, and strategic thinking. Consider learning to work alongside AI tools rather than competing with them. Upskilling in data literacy and AI fundamentals can also help you leverage these technologies in your current role.