Prepare research reports.

Prepare research reports. is a detailed work activity in O*NET — a concrete unit of work shared across 5 occupations and seen in 7 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 7 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 7 (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 0.042% 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 reports related to investigations of equal opportunity complaints. · Equal Opportunity Representatives and Officers · importance 4.7 · direct LLM exposure
• Prepare reports of findings, illustrating data graphically and translating complex findings into written text. · Market Research Analysts and Marketing Specialists · importance 4.6 · exposure with tools
• Prepare reports of activities, evaluations, recommendations, or decisions. · Compliance Officers · importance 4.3 · direct LLM exposure
• Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes. · Management Analysts · importance 4.2 · exposure with tools
• Prepare reports of selection, survey, or other statistics and recommendations for corrective action. · Equal Opportunity Representatives and Officers · importance 4.2 · direct LLM exposure
• Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations. · Business Continuity Planners · importance 4.1 · direct LLM exposure
• Prepare research results for publication in form of journals, books, manuals, and film. · Compensation, Benefits, and Job Analysis Specialists · importance 1.8 · direct LLM exposure

Occupations that perform this

• Equal Opportunity Representatives and Officers
• Market Research Analysts and Marketing Specialists
• Management Analysts
• Business Continuity Planners
• Compensation, Benefits, and Job Analysis Specialists

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-research-reports,
  title  = {Prepare research 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-research-reports}
}