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How exposed to AI is a Sewing Machine Operator?

Of the 26 tasks O*NET lists for sewing machine operators, 0 could be done in half the time with a chat window today. 25 cannot be sped up at all. Here is which.

Exposure means published research judged an AI could halve the time a task takes, at the same quality. It does not mean the task stops needing a person. How to read this

Also called
Line CloserMachine OperatorPrototype SewerSample MakerSeamerSeamstressSew On OperatorSewerSewing Machine OperatorZipper Machine Operator
Reachable today Needs software built first Cannot be sped up
26
tasks rated for this occupation
0%
hold a degree, from a survey of 38
116k
people do this job in the US
91 of 107
least protected in production

Every task, and what AI can do with it

These are O*NET's task statements for this occupation, exactly as written, sorted into the three bands by the ratings behind this report. Nothing has been reworded.

Only with software built on top

1
  • Record quantities of materials processed

Cannot be sped up

25
  • Monitor machine operation to detect problems such as defective stitching, breaks in thread, or machine malfunctions
  • Place spools of thread, cord, or other materials on spindles, insert bobbins, and thread ends through machine guides and components
  • Position items under needles, using marks on machines, clamps, templates, or cloth as guides
  • Guide garments or garment parts under machine needles and presser feet to sew parts together
  • Remove holding devices and finished items from machines
  • Match cloth pieces in correct sequences prior to sewing them, and verify that dye lots and patterns match
  • Fold or stretch edges or lengths of items while sewing to facilitate forming specified sections
  • Cut excess material or thread from finished products
  • Select supplies such as fasteners and thread, according to job requirements
  • Examine and measure finished articles to verify conformance to standards, using rulers
  • 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
  • Turn knobs, screws, and dials to adjust settings of machines, according to garment styles and equipment performance
  • Attach tape, trim, appliques, or elastic to specified garments or garment parts, according to item specifications
  • Repair or alter items by adding replacement parts or missing stitches
  • Perform equipment maintenance tasks such as replacing needles, sanding rough areas of needles, or cleaning and oiling sewing machines
  • Mount attachments, such as needles, cutting blades, or pattern plates, and adjust machine guides according to specifications
  • Cut materials according to specifications, using blades, scissors, or electric knives
  • Inspect garments, and examine repair tags and markings on garments to locate defects or damage, and mark errors as necessary
  • Attach buttons, hooks, zippers, fasteners, or other accessories to fabric, using feeding hoppers or clamp holders
  • Position material or articles in clamps, templates, or hoop frames prior to automatic operation of machines
  • Draw markings or pin appliques on fabric to obtain variations in design
  • Tape or twist together thread or cord to repair breaks
  • Baste edges of material to align and temporarily secure parts for final assembly
  • Position and mark patterns on materials to prepare for sewing
  • Perform specialized or automatic sewing machine functions, such as buttonhole making or tacking
What this does not say

This is not a prediction about your job

Nobody surveyed an employer. Tasks are counted equally, so a percentage here is a share of the list rather than a share of your week. And the ratings were made in 2023, which makes every figure a floor rather than a ceiling.

It must never be used to select anyone for redundancy. The full limits are here.

Where to go next

This is the standard task list for the title. The useful next question is which of the tasks you actually do should go near AI, and which should not.

Sort your own tasks Read the full report

Exposure ratings from Eloundou, Manning, Mishkin and Rock, GPTs are GPTs: Labor market impact potential of LLMs, Science 384, 1306–1308, 2024, used under the MIT licence. This page includes information from the O*NET Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. People Team AI has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. Employment figures from the US Bureau of Labor Statistics.