Will AI replace Foresters?

AI can do 66% of the work Foresters do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 14 of them. 11 still need a person.

AI is already doing this0 · 0% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next14 · 66% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Monitor contract compliance and results of forestry activities to assure adherence to government regulations.9% of time
  • Map forest area soils and vegetation to estimate the amount of standing timber and future value and growth.9% of time
  • Establish short- and long-term plans for management of forest lands and forest resources.8% of time
  • Plan cutting programs and manage timber sales from harvested areas, assisting companies to achieve production goals.8% of time
  • Plan and direct forest surveys and related studies and prepare reports and recommendations.6% of time
  • Perform inspections of forests or forest nurseries.6% of time
  • Provide advice and recommendations, as a consultant on forestry issues, to private woodlot owners, firefighters, government agencies or to companies.5% of time
  • Determine methods of cutting and removing timber with minimum waste and environmental damage.4% of time
  • Plan and implement projects for conservation of wildlife habitats and soil and water quality.4% of time
  • Monitor forest-cleared lands to ensure that they are reclaimed to their most suitable end use.3% of time
  • 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.1% of time
  • Monitor wildlife populations and assess the impacts of forest operations on population and habitats.1% of time
  • Develop techniques for measuring and identifying trees.1% of time
  • Develop new techniques for wood or residue use.under 1% of time

Still needs a person11 · 34% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Supervise activities of other forestry workers.5% of time
  • 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.5% of time
  • Negotiate terms and conditions of agreements and contracts for forest harvesting, forest management and leasing of forest lands.5% of time
  • Choose and prepare sites for new trees, using controlled burning, bulldozers, or herbicides to clear weeds, brush, and logging debris.4% of time
  • Direct, and participate in, forest fire suppression.4% of time
  • Procure timber from private landowners.3% of time
  • Subcontract with loggers or pulpwood cutters for tree removal and to aid in road layout.3% of time
  • Conduct public educational programs on forest care and conservation.1% of time
  • 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.1% of time
  • Contact local forest owners and gain permission to take inventory of the type, amount, and location of all standing timber on the property.1% of time
  • Study different tree species' classification, life history, light and soil requirements, adaptation to new environmental conditions and resistance to disease and insects.1% of time

Your week is not the average

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What this means

AI can do most of this work faster, but a real part of the job still needs a person. Real use is still behind at 0 out of 100, so the change here is only getting started. The people who learn which tasks to hand off will pull ahead.

What to do next

  • Get ahead on the 14 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Build on the 11 tasks that stay human. This is where your judgment, skill and relationships matter most.
Conservation Scientists81%Range Managers58%Park Naturalists77%Zoologists and Wildlife Biologists68%Molecular and Cellular Biologists68%Epidemiologists69%

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