Develop sustainable industrial or development methods.

Develop sustainable industrial or development methods. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 6 occupation-specific tasks. It rolls up into the broader work activity Develop sustainable organizational or business policies or practices. 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 6 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 6 (100%) 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.

• Identify or develop strategies or methods to minimize the environmental impact of industrial production processes. · Industrial Ecologists · importance 4.4 · exposure with tools
• Redesign linear, or open-loop, systems into cyclical, or closed-loop, systems so that waste products become inputs for new processes, modeling natural ecosystems. · Industrial Ecologists · importance 4.1 · exposure with tools
• Develop methods of conserving or managing soil that can be applied by farmers or forestry companies. · Soil and Plant Scientists · importance 4.1 · exposure with tools
• Devise cultural methods or environmental controls for plants for which guidelines are sketchy or nonexistent. · Agricultural Technicians · importance 3.5 · direct LLM exposure
• Develop ways to capture or use gases burned off as waste during oil production processes. · Geoscientists, Except Hydrologists and Geographers · importance 3.0 · exposure with tools
• Develop methods to minimize the impact of production processes on the environment, based on the study and assessment of industrial production, environmental legislation, and physical, biological, and social environments. · Environmental Scientists and Specialists, Including Health · importance 2.8 · exposure with tools

Occupations that perform this

• Industrial Ecologists
• Soil and Plant Scientists
• Agricultural Technicians
• Geoscientists, Except Hydrologists and Geographers

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-sustainable-industrial-or-development-methods,
  title  = {Develop sustainable industrial or development methods.},
  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-sustainable-industrial-or-development-methods}
}