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AI exposure by field

Will AI replace farming, fishing, and forestry jobs?

The 12 farming, fishing, and forestry jobs in the index score 13 out of 100 on average, which is low exposure to AI. That ranks the field #20 of 22, where #1 is the most exposed. Together these jobs employ about 429,000 people in the US.

All 12 farming, fishing, and forestry jobs, most exposed first

Scores run from 0 (AI can speed up almost none of the tasks) to 100 (almost all of them). How scores work.

#JobExposureLevelUS workersMedian pay
1Agricultural InspectorsFarming, Fishing, and Forestry29Moderate14,410$49,940
2First-Line Supervisors of Farming, Fishing, and Forestry WorkersFarming, Fishing, and Forestry28Moderate27,960$59,320
3Log Graders and ScalersFarming, Fishing, and Forestry21Moderate3,070$46,330
4Logging Equipment OperatorsFarming, Fishing, and Forestry19Low21,060$49,740
5Animal BreedersFarming, Fishing, and Forestry17Low1,330$51,130
6Farmworkers and Laborers, Crop, Nursery, and GreenhouseFarming, Fishing, and Forestry14Low265,500$35,660
7Graders and Sorters, Agricultural ProductsFarming, Fishing, and Forestry10Low25,180$35,730
8Farmworkers, Farm, Ranch, and Aquacultural AnimalsFarming, Fishing, and Forestry6Low32,810$36,670
9Fishing and Hunting WorkersFarming, Fishing, and Forestry4Low––
10Forest and Conservation WorkersFarming, Fishing, and Forestry4Low6,050$43,680
11FallersFarming, Fishing, and Forestry3Low3,130$52,100
12Agricultural Equipment OperatorsFarming, Fishing, and Forestry0Low28,500$41,730

Questions about farming, fishing, and forestry jobs and AI

Will AI replace farming, fishing, and forestry jobs?

Not as a whole. The 12 farming, fishing, and forestry jobs in the index have an average AI exposure score of 13 out of 100 (low), #20 of 22 fields. Exposure means parts of the work are likely to change, not that the jobs will disappear.

Which farming, fishing, and forestry jobs are most exposed to AI?

Agricultural Inspectors (29/100), First-Line Supervisors of Farming, Fishing, and Forestry Workers (28/100), Log Graders and Scalers (21/100).

Which farming, fishing, and forestry jobs are safest from AI?

Agricultural Equipment Operators (0/100), Fallers (3/100), Forest and Conservation Workers (4/100).

How many people work in farming, fishing, and forestry jobs?

About 429,000 people in the US work in the jobs listed here (BLS, May 2025).

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