Forest and Conservation Technician
Forest and Conservation Technician scores 45/100 on this site's structural exposure measure, but that number comes with a caveat worth stating plainly: AIOE, one of this site's two structural pillars, has no entry at all for this occupation, so the score rests on a single source rather than the usual two — a real data-coverage gap, not a judgment that the job is unusually exposed.
We have not ingested real-world usage data for this occupation yet. We show a band only where genuine data exists, rather than estimate one.
What a forest and conservation technician actually does
Forest and conservation technicians do the hands-on fieldwork that keeps public and private forestland healthy and productive, working under foresters and conservation scientists rather than setting policy themselves. Day-to-day duties include thinning overcrowded stands and controlling competing weeds and brush, planting seedlings for reforestation after a harvest or a fire, and patrolling forest areas on foot, by vehicle, or by ATV to check for trespassing, illegal dumping, or fire hazards.
Technicians inspect trees for insect infestation and disease damage, collect field data on timber volume and forest health using GIS mapping tools, and often train and directly supervise seasonal forest workers and firefighting crews during planting or fire season. Many technicians also enforce environmental and fire regulations on the land they patrol, writing up violations or coordinating with law enforcement when needed.
The role splits its time between remote, physically demanding terrain — sometimes for days at a stretch during fire season — and the trucks, cabins, and field offices used for equipment staging and reporting. Most positions require only a high school diploma plus on-the-job training, though roughly a third of technicians hold an associate's degree and another third a bachelor's, and federal agencies like the U. S. Forest Service run the largest share of these jobs.
Why it reads this way
Forest and Conservation Technician scores 45/100 on this site's structural exposure measure, but that number comes with a caveat worth stating plainly: AIOE, one of this site's two structural pillars, has no entry at all for this occupation, so the score rests on a single source rather than the usual two — a real data-coverage gap, not a judgment that the job is unusually exposed.
What the single available pillar can't capture is that this job is almost entirely physical and outdoor: thinning trees, planting seedlings, patrolling forest areas for hazards, and physically inspecting for insect and disease damage all require a person standing in the forest, not at a keyboard. BLS projects a decline of 1% or lower through 2034, but that traces to a specific, documented cause that has nothing to do with AI — congressional appropriations for the U. S.
Forest Service have repeatedly fallen short of the agency's own budget request, forcing cuts concentrated on non-firefighter, non-law-enforcement field roles including forestry technicians, and affecting an estimated 2,400 seasonal positions in a recent budget cycle.
That's a funding and staffing story, not an automation one: the Forest Service has separately committed to hiring 2,000 seasonal workers for the coming season and reports wildland firefighting staffing at 104% of its target as of mid-2026, evidence of an agency straining to keep field crews staffed, not one replacing them with software.
Skills this role draws on
We don't yet have task-by-task time-share data for this occupation, so we can't show which specific tasks carry the exposure score above. This is the real skill set instead.
Typical salary range (USD)
$40,330–$83,630
Average: $54,560/yr
Range source: BLS OEWS wage data via O*NET OnLine (2025 release), SOC 19-4071.00 'Forest and Conservation Technicians'
Average source: BLS OEWS wage data for Forest and Conservation Technicians (19-4071.00) via O*NET OnLine, 2025 wage data (Annual Median Wage)
Head-to-head comparisons
Forest and Conservation Technician scores 45/100, but that rests on a single structural pillar — AIOE has no entry for this occupation at all, a real coverage gap rather than a low-exposure signal. The job itself is almost entirely physical fieldwork: thinning trees, planting seedlings, patrolling for hazards, and inspecting for insect and disease damage, none of which can be done remotely. BLS's projected decline traces to documented U.S. Forest Service budget shortfalls and hiring freezes affecting field-technician roles specifically — a funding crisis, not automation — and the agency has separately committed to hiring 2,000 seasonal workers with wildland firefighting staffing at 104% of target as of mid-2026, as of 2026-08-12.
This is a researched judgment (checklist v1.2), not a statistical measurement — it sits alongside, not instead of, the structural exposure signal above. Next scheduled review: 2027-02-12.
Data sources & methodology
Salary data: BLS OEWS wage data via O*NET OnLine (2025 release), SOC 19-4071.00 'Forest and Conservation Technicians'. Min/max figures represent the 10th–90th percentile annual wage range across the United States. Average figure sourced separately: BLS OEWS wage data for Forest and Conservation Technicians (19-4071.00) via O*NET OnLine, 2025 wage data (Annual Median Wage).
Automation Risk Score: Based on O*NET occupational analysis (19-4071.00) evaluating task complexity, physical requirements, social intelligence, and environmental variability. Methodology based on research from Frey & Osborne (Oxford, 2017).
Growth projections: Decline of approximately -1% or lower (2024-2034) — traced by recent reporting to U.S. Forest Service budget shortfalls and hiring freezes affecting field-technician roles specifically, not new AI-driven displacement (BLS OOH / O*NET OnLine projections), based on BLS Occupational Outlook Handbook.