As of June 2026, Forest and Conservation Workers has an AI-exposure score of 45/100 (Moderate exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Forest and Conservation Workers

45/100
Moderate exposure
LowModerateElevatedHighVery High

More exposed than 21% of the roles we track. Median pay ~US$43,680. About 2,000 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How you compare to similar Farming & Forestry roles

Forest and Conservation Workers (you)
45
Farmworkers and Laborers, Crop, Nursery, and Greenhouse
45
Graders and Sorters, Agricultural Products
44
Agricultural Equipment Operators
47
Logging Equipment Operators
47
Farmworkers, Farm, Ranch, and Aquacultural Animals
42
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Your tasks, by AI exposure

Automatable

No automatable tasks identified for this role — its real, individually-assessed tasks consistently read as durable (88%).

Augmentable
  • Confer with other workers to discuss issues, such as safety, cutting heights, or work needs.
  • Sort tree seedlings, discarding substandard seedlings, according to standard charts or verbal instructions.
Durable
  • Fight forest fires or perform prescribed burning tasks under the direction of fire suppression officers or forestry technicians.
  • Perform fire protection or suppression duties, such as constructing fire breaks or disposing of brush.
  • Explain or enforce regulations regarding camping, vehicle use, fires, use of buildings, or sanitation.
  • Maintain tallies of trees examined and counted during tree marking or measuring efforts.
  • Check equipment to ensure that it is operating properly.
  • Spray or inject vegetation with insecticides to kill insects or to protect against disease or with herbicides to reduce competing vegetation.
  • Identify diseased or undesirable trees and remove them, using power saws or hand saws.
  • Select or cut trees according to markings or sizes, types, or grades.
  • Provide assistance to forest survey crews by clearing site-lines, holding measuring tools, or setting stakes.
  • Maintain campsites or recreational areas, replenishing firewood or other supplies and cleaning kitchens or restrooms.
  • Select tree seedlings, prepare the ground, or plant the trees in reforestation areas, using manual planting tools.
  • Operate skidders, bulldozers, or other prime movers to pull a variety of scarification or site preparation equipment over areas to be regenerated.
  • Thin or space trees, using power thinning saws.
  • Prune or shear tree tops or limbs to control growth, increase density, or improve shape.
  • Erect signs or fences, using posthole diggers, shovels, or other hand tools.

Safer adjacent roles

Forest and Conservation Technicians
80% skills overlap · Elevated exposure · ~US$54,560
57
Foresters
72% skills overlap · Elevated exposure · ~US$76,400
55
Farmworkers and Laborers, Crop, Nursery, and Greenhouse
64% skills overlap · Moderate exposure · ~US$35,660
45
Range Managers
56% skills overlap · Elevated exposure · ~US$73,010
57
Tree Trimmers and Pruners
48% skills overlap · Low exposure · ~US$50,960
32
Conservation Scientists
40% skills overlap · Elevated exposure · ~US$73,010
59
Pesticide Handlers, Sprayers, and Applicators, Vegetation
40% skills overlap · Moderate exposure · ~US$46,340
43
First-Line Supervisors of Farming, Fishing, and Forestry Workers
40% skills overlap · Elevated exposure · ~US$59,320
51

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.