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Foresters

Foresters score 37 out of 100, which is moderate exposure to AI. That ranks #454 of 923 US occupations, where #1 is the most exposed. Of the 25 tasks in this job, AI could speed up 0 on its own and 19 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

37/ 100
Moderate
Rank
#454of 923 jobs
US workers
10,430BLS, May 2025
Median pay
$76,400a year
In real AI use
0 of 25tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 0 (0%)
  • AI can speed this up with extra software: 19 (76%)
  • Little or no AI speed-up: 6 (24%)
  • Monitor contract compliance and results of forestry activities to assure adherence to government regulations.AI can speed this up with extra software · core task
  • Plan and supervise forestry projects, such as determining the type, number and placement of trees to be planted, managing tree nurseries, thinning forest and monitoring growth of new seedlings.AI can speed this up with extra software · core task
  • Establish short- and long-term plans for management of forest lands and forest resources.AI can speed this up with extra software · core task
  • Determine methods of cutting and removing timber with minimum waste and environmental damage.AI can speed this up with extra software · core task
  • Perform inspections of forests or forest nurseries.AI can speed this up with extra software · core task
  • Plan and direct forest surveys and related studies and prepare reports and recommendations.AI can speed this up with extra software · core task
  • Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands.AI can speed this up with extra software · supplemental task
  • Plan cutting programs and manage timber sales from harvested areas, assisting companies to achieve production goals.AI can speed this up with extra software · supplemental task
  • Contact local forest owners and gain permission to take inventory of the type, amount, and location of all standing timber on the property.AI can speed this up with extra software · supplemental task
  • Map forest area soils and vegetation to estimate the amount of standing timber and future value and growth.AI can speed this up with extra software · supplemental task
  • Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use.AI can speed this up with extra software · supplemental task
  • Plan and implement projects for conservation of wildlife habitats and soil and water quality.AI can speed this up with extra software · supplemental task
  • Provide advice and recommendations, as a consultant on forestry issues, to private woodlot owners, firefighters, government agencies or to companies.AI can speed this up with extra software · supplemental task
  • Analyze effect of forest conditions on tree growth rates and tree species prevalence and the yield, duration, seed production, growth viability, and germination of different species.AI can speed this up with extra software · supplemental task
  • Monitor wildlife populations and assess the impacts of forest operations on population and habitats.AI can speed this up with extra software · supplemental task
  • Develop techniques for measuring and identifying trees.AI can speed this up with extra software · supplemental task
  • Study different tree species' classification, life history, light and soil requirements, adaptation to new environmental conditions and resistance to disease and insects.AI can speed this up with extra software · supplemental task
  • Plan and direct construction and maintenance of recreation facilities, fire towers, trails, roads and bridges, ensuring that they comply with guidelines and regulations set for forested public lands.AI can speed this up with extra software · supplemental task
  • Develop new techniques for wood or residue use.AI can speed this up with extra software · supplemental task
  • Supervise activities of other forestry workers.Little or no AI speed-up · core task
  • Direct, and participate in, forest fire suppression.Little or no AI speed-up · core task
  • Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris.Little or no AI speed-up · core task
  • Procure timber from private landowners.Little or no AI speed-up · supplemental task
  • Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout.Little or no AI speed-up · supplemental task
  • Conduct public educational programs on forest care and conservation.Little or no AI speed-up · supplemental task

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

Life, Physical, and Social Science occupations close to this one.

Questions about foresters and AI

Will AI replace foresters?

Unlikely. Most of the work is hard for today's AI to speed up. Foresters score 37 out of 100 (moderate exposure), #454 of 923 US jobs. AI could speed up 19 of the job's 25 tasks, 0 of them on its own, while 6 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which foresters tasks can AI do?

The most exposed tasks include "Monitor contract compliance and results of forestry activities to assure adherence to government regulations"; "Plan and supervise forestry projects, such as determining the type, number and placement of trees to be planted, managing tree nurseries, thinning forest and monitoring growth of new seedlings"; "Establish short- and long-term plans for management of forest lands and forest resources".

Which foresters tasks are hardest for AI?

Tasks with little or no AI speed-up include "Supervise activities of other forestry workers"; "Direct, and participate in, forest fire suppression"; "Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris".

Are people already using AI for this work?

Not much yet. None of the job's tasks showed up in real conversations with Claude in April–May 2026, according to the Anthropic Economic Index.

How many people work as foresters, and what do they earn?

About 10,430 people in the US, with median pay of $76,400 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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