Will AI replace Forest and Conservation Technicians?
AI reaches some of this job’s work, but most of it stays with people.
34/100
Moderate exposure
More exposed to AI than 51% of US workers.
- AI already used in
- 5% of the work
- As AI tools mature: up to
- 55% of the work
What the job involves
Provide technical assistance regarding the conservation of soil, water, forests, or related natural resources. May compile data pertaining to size, content, condition, and other characteristics of forest tracts under the direction of foresters, or train and lead forest workers in forest propagation and fire prevention and suppression. May assist conservation scientists in managing, improving, and protecting rangelands and wildlife habitats.
Where AI reaches the work
The job’s main tasks, heaviest first, by how far AI reaches them.
Already happening(1)
- Develop and maintain computer databases.
Within reach(10)
- Provide information about, and enforce, regulations, such as those concerning environmental protection, resource utilization, fire safety, and accident prevention.
- Manage forest protection activities, including fire control, fire crew training, and coordination of fire detection and public education programs.
- Map forest tract data using digital mapping systems.
- Provide forestry education and general information, advice, and recommendations to woodlot owners, community organizations, and the general public.
- Provide technical support to forestry research programs in areas such as tree improvement, seed orchard operations, insect and disease surveys, or experimental forestry and forest engineering research.
and 5 more
Out of reach(9)
- Thin and space trees and control weeds and undergrowth, using manual tools and chemicals, or supervise workers performing these tasks.
- Train and lead forest and conservation workers in seasonal activities, such as planting tree seedlings, putting out forest fires, and maintaining recreational facilities.
- Patrol park or forest areas to protect resources and prevent damage.
- Perform reforestation or forest renewal, including nursery and silviculture operations, site preparation, seeding and tree planting programs, cone collection, and tree improvement.
- Monitor activities of logging companies and contractors.
and 4 more
Also called
Forestry Technician (Forestry Tech) · Forestry Tech · Natural Resources Technician · Forest Technician · Forestry Aide · Grazing Aide · Grazing Examiner · Biological Science Aide
Related jobs
What these numbers mean
The score is the share of this job’s work, weighted by how important and frequent each task is, that AI could do in half the time: tasks an AI model could do alone count in full, tasks that need software built on AI count half.
“AI already used” is the share of the work in tasks where people are recorded using AI today. “As AI tools mature” counts every task AI could halve, with or without extra software.
The percentile compares the score with every job’s, weighted by how many people in the US do each one. Exposure means AI could change how the work is done, not that the job goes away. These are estimates for the typical job, not predictions.
Sources
- O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration
- GPTs are GPTs: Labor market impact potential of LLMs (task labels), Eloundou, Manning, Mishkin & Rock (2023), OpenAI and University of Pennsylvania
- Anthropic Economic Index: labor market impacts (task penetration), Anthropic
- Occupational Employment and Wage Statistics, May 2025 (national and metropolitan areas), U.S. Bureau of Labor Statistics