Direct natural resources management or conservation programs.

Direct natural resources management or conservation programs. is a detailed work activity in O*NET — a concrete unit of work shared across 5 occupations and seen in 8 occupation-specific tasks. It rolls up into the broader work activity Direct scientific or technical activities. in Guiding, Directing, and Motivating Subordinates .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 8 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 7 (88%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Coordinate or implement technical, financial, or administrative assistance programs for local government units to ensure efficient program implementation or timely responses to requests for assistance. · Conservation Scientists · importance 3.8 · exposure with tools
• Plan or supervise environmental studies to achieve compliance with environmental regulations in construction, modification, operation, acquisition, or divestiture of facilities such as power plants. · Environmental Restoration Planners · importance 3.7 · exposure with tools
• Manage field offices or involve staff in cooperative ventures. · Conservation Scientists · importance 3.7 · no direct exposure
• Develop or implement programs for monitoring of environmental pollution or radiation. · Environmental Science and Protection Technicians, Including Health · importance 3.5 · exposure with tools
• Plan and direct forest surveys and related studies and prepare reports and recommendations. · Foresters · importance 3.4 · exposure with tools
• Plan or supervise waste management programs for composting or farming. · Soil and Plant Scientists · importance 3.1 · exposure with tools
• Develop or implement site recycling or hazardous waste stream programs. · Environmental Science and Protection Technicians, Including Health · importance 3.1 · exposure with tools
• Plan or supervise land conservation or reclamation programs for industrial development projects. · Soil and Plant Scientists · importance 2.5 · exposure with tools

Occupations that perform this

• Conservation Scientists
• Environmental Restoration Planners
• Environmental Science and Protection Technicians, Including Health
• Foresters
• Soil and Plant Scientists

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-direct-natural-resources-management-or-conservation-programs,
  title  = {Direct natural resources management or conservation programs.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/direct-natural-resources-management-or-conservation-programs}
}