Prepare compounds or solutions to be used for repairs.

Prepare compounds or solutions to be used for repairs. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 5 occupation-specific tasks. It rolls up into the broader work activity Prepare mixtures or solutions. in Performing General Physical Activities .

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 5 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.

• Mix polyester resins and hardeners to be used in restoring damaged areas. · Automotive Body and Related Repairers · importance 4.1 · no direct exposure
• Mix and measure glue that will be used for instrument repair. · Musical Instrument Repairers and Tuners · importance 3.7 · no direct exposure
• Mix specified amounts of sand, clay, mortar powder, and water to form refractory clay or mortar, using shovels or mixing machines. · Refractory Materials Repairers, Except Brickmasons · importance 3.6 · no direct exposure
• Soak fiberglass matting in resin mixtures and apply layers of matting over repair areas to specified thicknesses. · Automotive Body and Related Repairers · importance 3.6 · no direct exposure
• Measure, mix, prepare, and test chemical solutions used to clean or repair machinery and equipment. · Maintenance Workers, Machinery · importance 3.4 · no direct exposure

Occupations that perform this

• Automotive Body and Related Repairers
• Musical Instrument Repairers and Tuners
• Refractory Materials Repairers, Except Brickmasons
• Maintenance Workers, Machinery

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-prepare-compounds-or-solutions-to-be-used-for-repairs,
  title  = {Prepare compounds or solutions to be used for repairs.},
  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/prepare-compounds-or-solutions-to-be-used-for-repairs}
}