Develop environmental remediation or protection plans.

Develop environmental remediation or protection plans. is a detailed work activity in O*NET — a concrete unit of work shared across 3 occupations and seen in 8 occupation-specific tasks. It rolls up into the broader work activity Develop plans for managing or preserving natural resources. in Thinking Creatively .

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.

• Design or implement plans for surface or ground water remediation. · Brownfield Redevelopment Specialists and Site Managers · importance 3.9 · exposure with tools
• Develop strategies for watershed operations to meet water supply and conservation goals or to ensure regulatory compliance with clean water laws or regulations. · Water Resource Specialists · importance 3.8 · exposure with tools
• Design or implement measures to improve the water, air, and soil quality of military test sites, abandoned mine land, or other contaminated sites. · Brownfield Redevelopment Specialists and Site Managers · importance 3.8 · exposure with tools
• Develop plans to protect watershed health or rehabilitate watersheds. · Water Resource Specialists · importance 3.7 · exposure with tools
• Develop or implement environmental protection programs. · Construction Managers · importance 3.5 · exposure with tools
• Develop or implement plans for the sustainable regeneration of brownfield sites to ensure regeneration of a wider area by providing environmental protection or economic and social benefits. · Brownfield Redevelopment Specialists and Site Managers · importance 3.5 · exposure with tools
• Design or implement plans for structural demolition and debris removal. · Brownfield Redevelopment Specialists and Site Managers · importance 3.3 · no direct exposure
• Develop or implement plans for revegetation of brownfield sites. · Brownfield Redevelopment Specialists and Site Managers · importance 2.7 · exposure with tools

Occupations that perform this

• Brownfield Redevelopment Specialists and Site Managers
• Water Resource Specialists
• Construction Managers

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-develop-environmental-remediation-or-protection-plans,
  title  = {Develop environmental remediation or protection plans.},
  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/develop-environmental-remediation-or-protection-plans}
}