Evaluate plans or specifications to determine technological or environmental implications.

Evaluate plans or specifications to determine technological or environmental implications. 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 Assess compliance with environmental standards or regulations. in Evaluating Information to Determine Compliance with Standards .

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.

• Review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost. · Materials Engineers · importance 4.0 · exposure with tools
• Review specifications and recommend engineering or manufacturing changes to achieve solar design objectives. · Solar Energy Systems Engineers · importance 3.9 · exposure with tools
• Plan and evaluate new projects, consulting with other engineers and corporate executives, as necessary. · Materials Engineers · importance 3.8 · exposure with tools
• Review architectural, mechanical, or electrical plans or specifications to evaluate energy efficiency. · Energy Engineers, Except Wind and Solar · importance 3.8 · exposure with tools
• Evaluate mechanical designs or prototypes for energy performance or environmental impact. · Mechanical Engineers · importance 3.5 · exposure with tools
• Evaluate construction project materials for compliance with environmental standards. · Transportation Engineers · importance 3.3 · exposure with tools

Occupations that perform this

• Materials Engineers
• Solar Energy Systems Engineers
• Mechanical Engineers
• Transportation Engineers

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-evaluate-plans-or-specifications-to-determine-technological-or-environmental-implications,
  title  = {Evaluate plans or specifications to determine technological or environmental implications.},
  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/evaluate-plans-or-specifications-to-determine-technological-or-environmental-implications}
}