Which agriculture & forestry jobs are safest from AI?

The safest agriculture & forestry jobs include First-Line Supervisors of Farming, Fishing, and Forestry Workers (28/100), Agricultural Workers, All Other (27/100), Logging Workers, All Other (19/100). These roles require human judgment, creativity, or physical skills that AI cannot easily replicate.

Will AI Replace Agriculture & Forestry Jobs?

Q: Will AI replace agriculture & forestry jobs?

Based on our analysis of 14 occupations in Agriculture & Forestry, the average AI replacement risk is 61/100. 6 jobs face high risk (70+), while 3 jobs have low risk (under 30). The impact varies significantly by specific role and the types of tasks involved.

Q: Which agriculture & forestry jobs are most at risk from AI?

The highest-risk agriculture & forestry jobs include Agricultural Inspectors (89/100), Animal Breeders (80/100), Farmworkers and Laborers, Crop, Nursery, and Greenhouse (78/100). These roles involve tasks that AI can increasingly automate.

We analyzed 14 occupations in agriculture & forestry to determine their AI replacement risk. The average risk score is 61/100.

Jobs Analyzed

61/100

Average Risk

High Risk (70+)

Low Risk (<30)

Risk Distribution

Critical (80-100)

High (60-79)

Moderate (40-59)

Low (20-39)

Very Low (0-19)

⚠️ Highest Risk Agriculture & Forestry Jobs

Agricultural Inspectors

Inspect agricultural commodities, processing equipment, and facilities, and fish and logging operations, to ensure compl...

Animal Breeders

Select and breed animals according to their genealogy, characteristics, and offspring. May require knowledge of artifici...

Farmworkers and Laborers, Crop, Nursery, and Greenhouse

Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand to...

Farmworkers, Farm, Ranch, and Aquacultural Animals

Attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and ...

Graders and Sorters, Agricultural Products

Grade, sort, or classify unprocessed food and other agricultural products by size, weight, color, or condition.......

Log Graders and Scalers

Grade 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

All logging workers not listed separately.......

Agricultural Workers, All Other

All agricultural workers not listed separately.......

First-Line Supervisors of Farming, Fishing, and Forestry Workers

Directly 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.

Browse AI Courses on Coursera →Skill Up on Udemy →

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.