Research environmental impact of industrial or development activities.

Research environmental impact of industrial or development activities. is a detailed work activity in O*NET — a concrete unit of work shared across 7 occupations and seen in 22 occupation-specific tasks. It rolls up into the broader work activity Investigate the environmental impact of industrial or development activities. in Getting Information .

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 22 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 22 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 3 of these tasks, with a mean mapped-usage share of 0.006% per task.

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.

• Identify environmental impacts caused by products, systems, or projects. · Industrial Ecologists · importance 4.4 · exposure with tools
• Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences. · Industrial Ecologists · importance 4.4 · exposure with tools
• Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields. · Biologists · importance 4.2 · exposure with tools
• Perform analyses to determine how human behavior can affect, and be affected by, changes in the environment. · Industrial Ecologists · importance 3.9 · exposure with tools
• Conduct research to study the relationships among environmental problems and patterns of economic production and consumption. · Environmental Economists · importance 3.7 · exposure with tools
• Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry. · Zoologists and Wildlife Biologists · importance 3.6 · exposure with tools
• Research the impact of industrial projects or pollution on climate, air quality, or weather phenomena. · Atmospheric and Space Scientists · importance 3.6 · exposure with tools
• Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects. · Environmental Scientists and Specialists, Including Health · importance 3.5 · exposure with tools
• Investigate and report on accidents affecting the environment. · Environmental Scientists and Specialists, Including Health · importance 3.5 · exposure with tools
• Conduct environmental impact studies to examine the ecological effects of pollutants, disease, human activities, nature, and climate change. · Environmental Restoration Planners · importance 3.5 · exposure with tools
• Evaluate the effectiveness of industrial ecology programs, using statistical analysis and applications. · Industrial Ecologists · importance 3.4 · exposure with tools
• Research sources of pollution to determine their effects on the environment and to develop theories or methods of pollution abatement or control. · Environmental Scientists and Specialists, Including Health · importance 3.4 · exposure with tools
• Estimate or predict the effects of global warming over time for specific geographic regions. · Atmospheric and Space Scientists · importance 3.4 · exposure with tools
• Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards. · Industrial Ecologists · importance 3.4 · exposure with tools
• Identify or compare the component parts or relationships between the parts of industrial, social, and natural systems. · Industrial Ecologists · importance 3.4 · exposure with tools
• Examine the exhaustibility of natural resources or the long-term costs of environmental rehabilitation. · Environmental Economists · importance 3.3 · exposure with tools
• Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control. · Industrial Ecologists · importance 3.2 · exposure with tools
• Assess the environmental impacts of development projects on subsurface materials. · Geological Technicians, Except Hydrologic Technicians · importance 3.2 · exposure with tools
• Analyze potential environmental impacts of production process changes, and recommend steps to mitigate negative impacts. · Environmental Science and Protection Technicians, Including Health · importance 3.0 · exposure with tools
• Research environmental effects of land and water use to determine methods of improving environmental conditions or increasing outputs, such as crop yields. · Industrial Ecologists · importance 3.0 · exposure with tools
• Conduct applied research on the effects of industrial processes on the protection, restoration, inventory, monitoring, or reintroduction of species to the natural environment. · Industrial Ecologists · importance 2.8 · exposure with tools
• Investigate accidents affecting the environment to assess ecological impact. · Industrial Ecologists · importance 2.4 · exposure with tools

Occupations that perform this

• Industrial Ecologists
• Biologists
• Environmental Economists
• Zoologists and Wildlife Biologists
• Atmospheric and Space Scientists
• Geological Technicians, Except Hydrologic Technicians
• Environmental Science and Protection Technicians, Including Health

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
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-research-environmental-impact-of-industrial-or-development-activities,
  title  = {Research environmental impact of industrial or development activities.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/research-environmental-impact-of-industrial-or-development-activities}
}