Plan and direct construction and maintenance of recreation facilities, fire towers, trails, roads and bridges, ensuring…
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.
Task automation exposure
Low exposure
Exposure basis
[v4/median] score 25 (raw 25 | A 55 / B 20 / C 25 | modality: other) AI can generate professional‑quality plans, compliance checks, and scheduling for forest recreation facilities, but human oversight is still needed for final approval and on‑site decisions. (capable: GIS + AI design tools (e.g., ArcGIS, Autodesk Generative Design))
0 capabilities · 1 occupations
Basis
How exposure was assessed
[v4/median] score 25 (raw 25 | A 55 / B 20 / C 25 | modality: other) AI can generate professional‑quality plans, compliance checks, and scheduling for forest recreation facilities, but human oversight is still needed for final approval and on‑site decisions. (capable: GIS + AI design tools (e.g., ArcGIS, Autodesk Generative Design))
How much of this task's output current AI can produce or substantially assist.
Best current model strength on any capability this task requires.
This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.
Occupations
Occupations that perform this task (1)
Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.
| Occupation | Industry | Importance | Role | Occupation AI exposure |
|---|---|---|---|---|
| Foresters | Cross-industry | 3.3/5 | core | 5 |
Evidence
Evidence (0)
No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.