Apply solutions to production equipment.

Apply solutions to production equipment. is a detailed work activity in O*NET — a concrete unit of work shared across 8 occupations and seen in 9 occupation-specific tasks. It rolls up into the broader work activity Apply protective solutions or coatings. in Handling and Moving Objects .

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 9 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.

• Brush or spray solvents onto plies to ensure adhesion, and repeat process as specified, alternating direction of each ply to strengthen tires. · Tire Builders · importance 4.6 · no direct exposure
• Add dyes, water, detergents, or chemicals to tanks to dilute or strengthen solutions, according to established formulas and solution test results. · Textile Bleaching and Dyeing Machine Operators and Tenders · importance 4.5 · no direct exposure
• Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations. · Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders · importance 4.3 · no direct exposure
• Dress grinding wheels, according to specifications. · Tool Grinders, Filers, and Sharpeners · importance 4.2 · no direct exposure
• Rub cement sticks on drum edges to provide adhesive surfaces for plies. · Tire Builders · importance 4.1 · no direct exposure
• Add chemicals or materials to workpieces or machines to facilitate bonding or to cool workpieces. · Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders · importance 4.0 · no direct exposure
• Select shaping wheels for tasks, and mix and apply abrasives, bort, or polishing compounds. · Gem and Diamond Workers · importance 3.6 · no direct exposure
• Apply solutions and chemicals to equipment, objects, or parts, using hand tools. · Grinding and Polishing Workers, Hand · importance 3.6 · no direct exposure
• Apply plastic-impregnated fabrics or coats of sealing wax or lacquer to patterns used to produce plastic. · Patternmakers, Metal and Plastic · importance 2.9 · no direct exposure

Occupations that perform this

• Tire Builders
• Textile Bleaching and Dyeing Machine Operators and Tenders
• Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
• Tool Grinders, Filers, and Sharpeners
• Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
• Gem and Diamond Workers
• Grinding and Polishing Workers, Hand
• Patternmakers, Metal and Plastic

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-apply-solutions-to-production-equipment,
  title  = {Apply solutions to production equipment.},
  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/apply-solutions-to-production-equipment}
}