Inspect installed components or assemblies.

Inspect installed components or assemblies. is a detailed work activity in O*NET — a concrete unit of work shared across 3 occupations and seen in 3 occupation-specific tasks. It rolls up into the broader work activity Inspect completed work or finished products. in Inspecting Equipment, Structures, or Materials .

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 3 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.

• Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications. · Engine and Other Machine Assemblers · importance 4.5 · no direct exposure
• Inspect, test, and adjust completed units to ensure that units meet specifications, tolerances, and customer order requirements. · Electromechanical Equipment Assemblers · importance 4.4 · no direct exposure
• Inspect or test installed units, parts, systems, or assemblies for fit, alignment, performance, defects, or compliance with standards, using measuring instruments or test equipment. · Aircraft Structure, Surfaces, Rigging, and Systems Assemblers · importance 4.3 · no direct exposure

Occupations that perform this

• Engine and Other Machine Assemblers
• Electromechanical Equipment Assemblers
• Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

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-inspect-installed-components-or-assemblies,
  title  = {Inspect installed components or assemblies.},
  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/inspect-installed-components-or-assemblies}
}