Smooth and polish flat and contoured surfaces of parts or tools, using scrapers, abrasive stones, files, emery cloths, or power grinders.

“Smooth and polish flat and contoured surfaces of parts or tools, using scrapers, abrasive stones, files, emery cloths, or power grinders.” is a core task performed by Tool and Die Makers. Among the occupation's 17 rated tasks, workers place it 8th by importance (#10 most important). About 93% 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
• Operate cutting or grinding equipment. in Controlling Machines and Processes

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

• Verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, or dial indicators. · importance 4.5
• Set up and operate conventional or computer numerically controlled machine tools such as lathes, milling machines, or grinders to cut, bore, grind, or otherwise shape parts to prescribed dimensions and finishes. · importance 4.4
• Visualize and compute dimensions, sizes, shapes, and tolerances of assemblies, based on specifications. · importance 4.2
• Study blueprints, sketches, models, or specifications to plan sequences of operations for fabricating tools, dies, or assemblies. · importance 4.2
• Fit and assemble parts to make, repair, or modify dies, jigs, gauges, and tools, using machine tools, hand tools, or welders. · importance 4.1
• Inspect finished dies for smoothness, contour conformity, and defects. · importance 4.1
• Select metals to be used from a range of metals and alloys, based on properties such as hardness or heat tolerance. · importance 4.0
• Lift, position, and secure machined parts on surface plates or worktables, using hoists, vises, v-blocks, or angle plates. · importance 4.0
• File, grind, shim, and adjust different parts to properly fit them together. · importance 4.0
• Measure, mark, and scribe metal or plastic stock to lay out machining, using instruments such as protractors, micrometers, scribes, or rulers. · importance 3.9
• Conduct test runs with completed tools or dies to ensure that parts meet specifications, making adjustments as necessary. · importance 3.9
• Design jigs, fixtures, and templates for use as work aids in the fabrication of parts or products. · importance 3.8
• Cut, shape, and trim blanks or blocks to specified lengths or shapes, using power saws, power shears, rules, and hand tools. · importance 3.7
• Set up and operate drill presses to drill and tap holes in parts for assembly. · importance 3.7

See all tasks on the Tool and Die Makers 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-8497,
  title  = {Smooth and polish flat and contoured surfaces of parts or tools, using scrapers, abrasive stones, files, emery cloths, or power grinders.},
  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-8497}
}