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Develop plans for managing or preserving natural resources

Work activity · O*NET

Develop plans for managing or preserving natural resources is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Thinking Creatively. 17 occupations report doing it as part of their work.

What it involves

The most common detailed activities O*NET records under this category, ranked by how many occupation tasks map to each.

  • Plan natural resources conservation or restoration programs
  • Develop environmental sustainability plans or projects
  • Develop plans to manage natural or renewable resources
  • Develop environmental remediation or protection plans

How AI is applied to this activity

Microsoft's "Working with AI" study mapped real Bing Copilot conversations to O*NET work activities. The figures below are their measurements for this activity — they describe how AI is used today in one assistant's data, not a forecast that the activity will be automated.

AI completes it successfully 95.5% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 27.3% How much of the activity AI carries within a conversation
Positive user feedback 73.6% Share of interactions users rated positively
How often AI is applied here 28th pct Percentile across all measured activities by how often AI performs them

Source: Microsoft "Working with AI" (working-with-ai). A high completion rate means AI can assist the activity in isolation — it does not mean an occupation that performs it is being automated, since every job blends many activities.

Detailed work activities

The more granular units of work O*NET groups under this activity, ordered by how many occupations perform them.

Occupations that perform this activity

Ranked by how many of the occupation's tasks map to this activity.

Occupation Tasks
Brownfield Redevelopment Specialists and Site Managers 5
Environmental Restoration Planners 5
Range Managers 5
Conservation Scientists 4
Foresters 4
Industrial Ecologists 4
Soil and Plant Scientists 3
Environmental Economists 2
Environmental Science and Protection Technicians, Including Health 2
Environmental Scientists and Specialists, Including Health 2
Geneticists 2
Urban and Regional Planners 2
Water Resource Specialists 2
Biologists 1
Climate Change Policy Analysts 1
Construction Managers 1
Geoscientists, Except Hydrologists and Geographers 1
Exposure quadrant: AI task-overlap percentile vs Median pay AI task-overlap (horizontal) versus median pay (vertical), each as a percentile across all scored occupations, for 17 occupations in occupations that perform Develop plans for managing or preserving natural resources.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Foresters Environmental Science and Protection Technicians, Including Health Range Managers Construction Managers Geoscientists, Except Hydrologists and Geographers Brownfield Redevelopment Specialists and Site Managers Environmental Restoration Planners AI task-overlap percentile → ↑ Median pay
Occupations that perform Develop plans for managing or preserving natural resources., by AI task-overlap and median pay

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.

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

Cite this page
Plain

Singulariki. "Develop plans for managing or preserving natural resources." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026. https://singulariki.com/activities/develop-plans-for-managing-or-preserving-natural-resources

APA

Singulariki. (2026). Develop plans for managing or preserving natural resources. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/develop-plans-for-managing-or-preserving-natural-resources

BibTeX 
@misc{singulariki-develop-plans-for-managing-or-preserving-natural-resources,
  title  = {Develop plans for managing or preserving natural resources},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026},
  url    = {https://singulariki.com/activities/develop-plans-for-managing-or-preserving-natural-resources}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.