Maintain personnel records.

Maintain personnel records. is a detailed work activity in O*NET — a concrete unit of work shared across 10 occupations and seen in 10 occupation-specific tasks. It rolls up into the broader work activity Maintain operational records. 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).

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.

• Maintain wellness- and fitness-related schedules, records, or reports. · Fitness and Wellness Coordinators · importance 4.5 · direct LLM exposure
• Prepare work schedules and station arrangements and keep attendance records. · Gambling Managers · importance 4.3 · direct LLM exposure
• Maintain financial, operational, production, or employment records for farms or ranches. · Farmers, Ranchers, and Other Agricultural Managers · importance 3.9 · exposure with tools
• Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates. · Human Resources Managers · importance 3.8 · exposure with tools
• Prepare and maintain production reports or personnel records. · Industrial Production Managers · importance 3.7 · direct LLM exposure
• Prepare, maintain, or oversee the preparation and maintenance of attendance, activity, planning, or personnel reports and records. · Education Administrators, Kindergarten through Secondary · importance 3.6 · exposure with tools
• Fill out required job or shift report forms. · Logging Equipment Operators · importance 3.6 · direct LLM exposure
• Prepare and maintain time or payroll reports, as well as details of personnel actions, such as performance evaluations, hires, promotions, or disciplinary actions. · First-Line Supervisors of Farming, Fishing, and Forestry Workers · importance 3.5 · direct LLM exposure
• Maintain records and compile statistical reports concerning personnel-related data, such as hires, transfers, performance appraisals, and absenteeism rates. · Compensation and Benefits Managers · importance 3.5 · exposure with tools
• Assist in preparing and maintaining personnel records and handbooks. · Compensation, Benefits, and Job Analysis Specialists · importance 3.0 · direct LLM exposure

Occupations that perform this

• Fitness and Wellness Coordinators
• Gambling Managers
• Farmers, Ranchers, and Other Agricultural Managers
• Human Resources Managers
• Industrial Production Managers
• Education Administrators, Kindergarten through Secondary
• Logging Equipment Operators
• First-Line Supervisors of Farming, Fishing, and Forestry Workers
• Compensation and Benefits Managers
• 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
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-maintain-personnel-records,
  title  = {Maintain personnel records.},
  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/maintain-personnel-records}
}