Operate sewing equipment.

Operate sewing equipment. is a detailed work activity in O*NET — a concrete unit of work shared across 7 occupations and seen in 16 occupation-specific tasks. It rolls up into the broader work activity Sew garments or materials. 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 16 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.

• Operate or tend machines to join, decorate, reinforce, or finish shoes and shoe parts. · Shoe Machine Operators and Tenders · importance 4.5 · no direct exposure
• Stitch or glue endpapers, bindings, backings, or signatures, using sewing machines, glue machines, or glue and brushes. · Print Binding and Finishing Workers · importance 4.5 · no direct exposure
• Fill shuttle spools with thread from a machine's bobbin winder by pressing a foot treadle. · Shoe Machine Operators and Tenders · importance 4.4 · no direct exposure
• Switch on machines, lower pressure feet or rollers to secure parts, and start machine stitching, using hand, foot, or knee controls. · Shoe Machine Operators and Tenders · importance 4.4 · no direct exposure
• Repair or replace soles, heels, and other parts of footwear, using sewing, buffing and other shoe repair machines, materials, and equipment. · Shoe and Leather Workers and Repairers · importance 4.4 · no direct exposure
• Sew garments, using needles and thread or sewing machines. · Tailors, Dressmakers, and Custom Sewers · importance 4.3 · no direct exposure
• Operate sewing machines or sew upholstery by hand to seam cushions and join various sections of covering material. · Upholsterers · importance 4.2 · no direct exposure
• Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines. · Tailors, Dressmakers, and Custom Sewers · importance 4.2 · no direct exposure
• Start and operate or tend machines, such as single or double needle serging and flat-bed felling machines, to automatically join, reinforce, or decorate material or articles. · Sewing Machine Operators · importance 4.1 · no direct exposure
• Turn knobs, screws, and dials to adjust settings of machines, according to garment styles and equipment performance. · Sewing Machine Operators · importance 4.0 · no direct exposure
• Turn setscrews on needle bars, and position required numbers of needles in stitching machines. · Shoe Machine Operators and Tenders · importance 4.0 · no direct exposure
• Turn knobs to adjust stitch length and thread tension. · Shoe Machine Operators and Tenders · importance 4.0 · no direct exposure
• Sew ends of new material to leaders or to ends of material in pressing machines, using sewing machines. · Pressers, Textile, Garment, and Related Materials · importance 4.0 · no direct exposure
• Mount attachments, such as needles, cutting blades, or pattern plates, and adjust machine guides according to specifications. · Sewing Machine Operators · importance 3.7 · no direct exposure
• Perform specialized or automatic sewing machine functions, such as buttonhole making or tacking. · Sewing Machine Operators · importance 3.7 · no direct exposure
• Turn screws to regulate size of staples. · Shoe Machine Operators and Tenders · no direct exposure

Occupations that perform this

• Print Binding and Finishing Workers
• Shoe Machine Operators and Tenders
• Shoe and Leather Workers and Repairers
• Tailors, Dressmakers, and Custom Sewers
• Upholsterers
• Sewing Machine Operators
• Pressers, Textile, Garment, and Related Materials

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-operate-sewing-equipment,
  title  = {Operate sewing 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/operate-sewing-equipment}
}