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.

“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.” is a core task performed by Sewing Machine Operators. Among the occupation's 26 rated tasks, workers place it 15th by importance (#12 most important). About 73% 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.

• Sew garments or materials. 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

• Monitor machine operation to detect problems such as defective stitching, breaks in thread, or machine malfunctions. · importance 4.4
• Cut materials according to specifications, using blades, scissors, or electric knives. · importance 4.4
• Place spools of thread, cord, or other materials on spindles, insert bobbins, and thread ends through machine guides and components. · importance 4.3
• Position items under needles, using marks on machines, clamps, templates, or cloth as guides. · importance 4.3
• Guide garments or garment parts under machine needles and presser feet to sew parts together. · importance 4.3
• Match cloth pieces in correct sequences prior to sewing them, and verify that dye lots and patterns match. · importance 4.2
• Remove holding devices and finished items from machines. · importance 4.2
• Fold or stretch edges or lengths of items while sewing to facilitate forming specified sections. · importance 4.2
• Cut excess material or thread from finished products. · importance 4.2
• Select supplies such as fasteners and thread, according to job requirements. · importance 4.1
• Examine and measure finished articles to verify conformance to standards, using rulers. · importance 4.1
• Inspect garments, and examine repair tags and markings on garments to locate defects or damage, and mark errors as necessary. · importance 4.1
• Record quantities of materials processed. · importance 4.0
• Turn knobs, screws, and dials to adjust settings of machines, according to garment styles and equipment performance. · importance 4.0

See all tasks on the Sewing Machine Operators 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-12154,
  title  = {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.},
  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-12154}
}