Career Explorer Farming, fishing, forestry

Human edge, steady

Forest and conservation workers

Under supervision, perform manual labor necessary to develop, maintain, or protect areas such as forests, forested areas, woodlands, wetlands, and rangelands through such activities as raising and transporting seedlings; combating insects, pests, and diseases harmful to plant life; and building structures to control water, erosion, and leaching of soil. Includes forester aides, seedling pullers, tree planters, and gatherers of nontimber forestry products such as pine straw.

67
AI Resistance Index 67 of 99

More resilient than most: more resilient than 67% of the 831 careers we score. AI exposure is low (the Bureau of Labor Statistics rates it low), and US jobs are projected to change by -1.5% by 2035, expected to shrink.

AI struggles with much of this work. Hiring is expected to grow slower than average, or to shrink.

Median pay (2025)
$43,680
Job growth to 2035
-1.5%
Openings a year
2,200
People doing it (2025)
14,700
Usual route in
High school diploma, then moderate on-the-job training

Where people already use AI for this work

  • Communicate with others about operational plans or activities
  • Advise others on business or operational matters
  • Determine operational methods or procedures

From Microsoft Research, Working with AI (2025).

Work AI rarely helps with

  • Protect people or property from threats such as fires or flooding
  • Inspect commercial, industrial, or production systems or equipment
  • Cut trees or other vegetation

What the work looks like

  • Check equipment to ensure that it is operating properly.
  • 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.
  • Maintain tallies of trees examined and counted during tree marking or measuring efforts.
  • Confer with other workers to discuss issues, such as safety, cutting heights, or work needs.

From O*NET 31.0, US Department of Labor.

What the Bureau of Labor Statistics expects

  • Fewer of these jobs, as the automation of some manual labor tasks in forest and conservation work reduces the number of necessary workers.

Careers using similar strengths, with a stronger outlook

Also known as: Forest Ranger, Forestry Support Specialist, Tree Farmer, Tree Planter, Christmas Tree Farmer, Conservation Officer, Field Laborer, Forest Resource Specialist.

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Sources: US Bureau of Labor Statistics Employment Projections 2025 to 2035; O*NET 31.0; Microsoft Research (2025); Anthropic Economic Index (2026); Eloundou and colleagues (Science, 2024); Felten, Raj and Seamans (2023). How we score. Updated 12 October 2026.