Prepare technical or operational reports.

Prepare technical or operational reports. is a detailed work activity in O*NET — a concrete unit of work shared across 8 occupations and seen in 10 occupation-specific tasks. It rolls up into the broader work activity Present research or technical information. in Documenting/Recording 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 10 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 10 (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 0.003% 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.

• Prepare and write reports detailing specific fire prevention and protection issues, such as work performed, revised codes or standards, and proposed review schedules. · Fire-Prevention and Protection Engineers · importance 4.2 · direct LLM exposure
• Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices. · Transportation Engineers · importance 4.1 · exposure with tools
• Prepare environmental impact statements, reports, or presentations for regulatory or other agencies. · Nuclear Engineers · importance 4.0 · exposure with tools
• Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches. · Environmental Engineering Technologists and Technicians · importance 4.0 · exposure with tools
• Prepare, review, or update environmental investigation or recommendation reports. · Environmental Engineers · importance 4.0 · exposure with tools
• Prepare energy-related project reports or related documentation. · Energy Engineers, Except Wind and Solar · importance 3.7 · direct LLM exposure
• Write technical reports or publications related to water resources development or water use efficiency. · Water/Wastewater Engineers · importance 3.6 · direct LLM exposure
• Prepare hazardous waste manifests or land disposal restriction notifications. · Environmental Engineers · importance 3.4 · direct LLM exposure
• Write technical documentation for products. · Sales Engineers · importance 3.2 · direct LLM exposure
• Document penetration test findings. · Penetration Testers · direct LLM exposure

Occupations that perform this

• Fire-Prevention and Protection Engineers
• Transportation Engineers
• Nuclear Engineers
• Environmental Engineering Technologists and Technicians
• Environmental Engineers
• Energy Engineers, Except Wind and Solar
• Sales Engineers
• Penetration Testers

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-prepare-technical-or-operational-reports,
  title  = {Prepare technical or operational reports.},
  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/prepare-technical-or-operational-reports}
}