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Maintain production or processing equipment.

Detailed work activity

Maintain production or processing equipment. is a detailed work activity in O*NET — a concrete unit of work shared across 38 occupations and seen in 42 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 42 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).

The Anthropic Economic Index observes real AI use on 1 of these tasks, with a mean mapped-usage share of 0.002% 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.

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 37 occupations in occupations that perform Maintain production or processing equipment.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Pressers, Textile, Garment, and Related Materials Pourers and Casters, Metal Shoe Machine Operators and Tenders Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers Painting, Coating, and Decorating Workers Water and Wastewater Treatment Plant and System Operators Gas Plant Operators Petroleum Pump System Operators, Refinery Operators, and Gaugers Semiconductor Processing Technicians Stationary Engineers and Boiler Operators Bakers Inspectors, Testers, Sorters, Samplers, and Weighers Photographic Process Workers and Processing Machine Operators AI task-overlap percentile → ↑ Median pay
Occupations that perform Maintain production or processing equipment., 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 production or processing equipment.." Singulariki: a source-backed encyclopedia of work. Built from 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. https://singulariki.com/detailed-activities/maintain-production-or-processing-equipment

APA

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

BibTeX 
@misc{singulariki-maintain-production-or-processing-equipment,
  title  = {Maintain production or processing equipment.},
  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/maintain-production-or-processing-equipment}
}

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