Buff and wax the finished paintwork.

“Buff and wax the finished paintwork.” is a core task performed by Coating, Painting, and Spraying Machine Setters, Operators, and Tenders. Among the occupation's 30 rated tasks, workers place it 9th by importance (#22 most important). About 72% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Smooth surfaces of objects or equipment. in Handling and Moving Objects

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T0.

Other tasks in this occupation

• Dispose of hazardous waste in an appropriate manner. · importance 4.4
• Hold or position spray guns to direct spray onto articles. · importance 4.4
• Spray prepared surfaces with specified amounts of primers and decorative or finish coatings. · importance 4.3
• Monitor painting operations to identify flaws, such as blisters or streaks, and correct their causes. · importance 4.3
• Fill hoppers, reservoirs, troughs, or pans with material used to coat, paint, or spray, using conveyors or pails. · importance 4.3
• Disassemble, clean, and reassemble sprayers or power equipment, using solvents, wire brushes, and cloths. · importance 4.3
• Thread or feed items or products through or around machine rollers and dryers. · importance 4.3
• Clean equipment and work areas. · importance 4.3
• Weigh or measure chemicals, coatings, or paints before adding them to machines. · importance 4.2
• Start and stop operation of machines, using levers or buttons. · importance 4.2
• Apply rust-resistant undercoats and caulk and seal seams. · importance 4.2
• Operate auxiliary machines or equipment used in coating or painting processes. · importance 4.1
• Remove materials, parts, or workpieces from painting or coating machines, using hand tools. · importance 4.1
• Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers. · importance 4.1

See all tasks on the Coating, Painting, and Spraying Machine Setters, Operators, and Tenders page.

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-task-23653,
  title  = {Buff and wax the finished paintwork.},
  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/tasks/task-23653}
}