Write reports or evaluations.

Write reports or evaluations. is a detailed work activity in O*NET — a concrete unit of work shared across 23 occupations and seen in 32 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 31 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 31 (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 4 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.

• Document physical characteristics of property such as measurements, quality, and design. · Appraisers of Personal and Business Property · importance 4.8 · exposure with tools
• Complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information. · Substance Abuse and Behavioral Disorder Counselors · importance 4.8 · direct LLM exposure
• Prepare and maintain all required treatment records and reports. · Mental Health Counselors · importance 4.7 · direct LLM exposure
• Write and submit appraisal reports for property, such as jewelry, art, antiques, collectibles, and equipment. · Appraisers of Personal and Business Property · importance 4.7 · exposure with tools
• Maintain case history records and prepare reports. · Child, Family, and School Social Workers · importance 4.6 · direct LLM exposure
• Review transcripts to ensure that students meet graduation or college entrance requirements, and write letters of recommendation. · Educational, Guidance, and Career Counselors and Advisors · importance 4.4 · direct LLM exposure
• Write reports describing offenders' progress. · Probation Officers and Correctional Treatment Specialists · importance 4.2 · direct LLM exposure
• Keep records or prepare reports for owner or management concerning visits with clients. · Social and Human Service Assistants · importance 4.0 · direct LLM exposure
• Submit reports and review reports or problems with superior. · Social and Human Service Assistants · importance 3.9 · direct LLM exposure
• Write letters of recommendation for students. · Foreign Language and Literature Teachers, Postsecondary · importance 3.8 · direct LLM exposure
• Write reports regarding investigations of information security breaches or network evaluations. · Information Security Engineers · importance 3.7 · direct LLM exposure
• Write letters of recommendation for students. · English Language and Literature Teachers, Postsecondary · importance 3.7 · direct LLM exposure
• Write reports or proposals related to photonics research or development projects. · Photonics Engineers · importance 3.7 · direct LLM exposure
• Assess the suitability of penitentiary inmates for release under parole and statutory release programs and submit recommendations to parole boards. · Probation Officers and Correctional Treatment Specialists · importance 3.7 · exposure with tools
• Write letters of recommendation for students. · Chemistry Teachers, Postsecondary · importance 3.6 · direct LLM exposure
• Write letters of recommendation for students. · Criminal Justice and Law Enforcement Teachers, Postsecondary · importance 3.6 · direct LLM exposure
• Write letters of recommendation for students. · Environmental Science Teachers, Postsecondary · importance 3.6 · direct LLM exposure
• Document photonics system or component design processes, including objectives, issues, or outcomes. · Photonics Engineers · importance 3.5 · direct LLM exposure
• Write letters of recommendation for students. · Anthropology and Archeology Teachers, Postsecondary · importance 3.5 · direct LLM exposure
• Prepare reports on students and activities as required by administration. · Educational, Guidance, and Career Counselors and Advisors · importance 3.5 · direct LLM exposure
• Write letters of recommendation for students. · Psychology Teachers, Postsecondary · importance 3.4 · direct LLM exposure
• Write reports or articles for Web sites or newsletters related to environmental engineering issues. · Environmental Engineers · importance 3.3 · direct LLM exposure
• Write evaluations of parents and children for use by courts deciding divorce and custody cases, testifying in court if necessary. · Marriage and Family Therapists · importance 3.2 · exposure with tools
• Prepare written evaluations of individuals' psychological competence for court hearings. · Clinical and Counseling Psychologists · importance 3.0 · direct LLM exposure
• Write and edit technical documentation for digital interface products and designs, such as user manuals, testing protocols, and reports. · Web and Digital Interface Designers · direct LLM exposure
• Write and submit reports about the results of calibration tests. · Calibration Technologists and Technicians · direct LLM exposure
• Write cyber defense recommendations, reports, or white papers using research or experience. · Digital Forensics Analysts · direct LLM exposure
• Write groundwater contamination reports on known, suspected, or potential hazardous waste sites. · Hydrologic Technicians · direct LLM exposure
• Write materials for research publications, such as maps, tables, and reports, to disseminate findings. · Hydrologic Technicians · direct LLM exposure
• Write reports, sign affidavits, or give depositions for legal proceedings. · Digital Forensics Analysts · direct LLM exposure
• Write reports. · 19-5011.00
• Write technical summaries to report findings. · Digital Forensics Analysts · direct LLM exposure

Occupations that perform this

• Appraisers of Personal and Business Property
• Substance Abuse and Behavioral Disorder Counselors
• Mental Health Counselors
• Child, Family, and School Social Workers
• Educational, Guidance, and Career Counselors and Advisors
• Probation Officers and Correctional Treatment Specialists
• Social and Human Service Assistants
• Foreign Language and Literature Teachers, Postsecondary
• Information Security Engineers
• Photonics Engineers
• English Language and Literature Teachers, Postsecondary
• Chemistry Teachers, Postsecondary
• Criminal Justice and Law Enforcement Teachers, Postsecondary
• Environmental Science Teachers, Postsecondary
• Anthropology and Archeology Teachers, Postsecondary
• Psychology Teachers, Postsecondary
• Environmental Engineers
• Marriage and Family Therapists
• Clinical and Counseling Psychologists
• Web and Digital Interface Designers
• Calibration Technologists and Technicians
• Hydrologic Technicians
• 19-5011.00

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-write-reports-or-evaluations,
  title  = {Write reports or evaluations.},
  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/write-reports-or-evaluations}
}