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Maintain work equipment or machinery.

Detailed work activity

Maintain work equipment or machinery. is a detailed work activity in O*NET — a concrete unit of work shared across 23 occupations and seen in 27 occupation-specific tasks. It rolls up into the broader work activity Maintain tools or equipment. in Repairing and Maintaining Electronic Equipment .

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 27 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 0 (0%) 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.

Occupations that perform this

Exposure quadrant: AI task-overlap percentile vs Median pay AI task-overlap (horizontal) versus median pay (vertical), each as a percentile across all scored occupations, for 23 occupations in occupations that perform Maintain work equipment or machinery.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Motorboat Operators Helpers--Installation, Maintenance, and Repair Workers Millwrights Outdoor Power Equipment and Other Small Engine Mechanics Signal and Track Switch Repairers Commercial Divers Maintenance and Repair Workers, General Industrial Machinery Mechanics Telecommunications Line Installers and Repairers Light Truck Drivers Nuclear Technicians Computer, Automated Teller, and Office Machine Repairers First-Line Supervisors of Mechanics, Installers, and Repairers AI task-overlap percentile → ↑ Median pay
Occupations that perform Maintain work equipment or machinery., by AI task-overlap and median pay

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.

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

Cite this page
Plain

Singulariki. "Maintain work equipment or machinery.." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026. https://singulariki.com/detailed-activities/maintain-work-equipment-or-machinery

APA

Singulariki. (2026). Maintain work equipment or machinery.. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/detailed-activities/maintain-work-equipment-or-machinery

BibTeX 
@misc{singulariki-maintain-work-equipment-or-machinery,
  title  = {Maintain work equipment or machinery.},
  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-work-equipment-or-machinery}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.