How exposed to AI is a Textile Cutting Machine Setters, Operators, and Tender?

Of the 18 tasks O*NET lists for textile cutting machine setters, operators, and tenders, 0 could be done in half the time with a chat window today. 13 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
Automated Cutting Machine OperatorCNC Cutting Operator (Computer Numerical Control Cutting Operator)CutterCutter OperatorDie Cut OperatorFabric CutterLaser OperatorSpread CutterSpreaderTextile Slitting Machine Operator
Reachable today Needs software built first Cannot be sped up
18
tasks rated for this occupation
0%
hold a degree, from a survey of 22
12k
people do this job in the US
15 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

5
  • Record information about work completed and machine settings
  • Notify supervisors of mechanical malfunctions
  • Confer with coworkers to obtain information about orders, processes, or problems
  • Program electronic equipment
  • Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements

Cannot be sped up

13
  • Inspect products to ensure that the quality standards and specifications are met
  • Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices
  • Start machines, monitor operations, and make adjustments as needed
  • Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products
  • Inspect machinery to determine whether repairs are needed
  • Repair or replace worn or defective parts or components, using hand tools
  • Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns
  • Thread yarn, thread, or fabric through guides, needles, and rollers of machines
  • Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys
  • Adjust cutting techniques to types of fabrics and styles of garments
  • Stop machines when specified amounts of product have been produced
  • Operate machines for test runs to verify adjustments and to obtain product samples
  • Install, level, and align components, such as gears, chains, guides, dies, cutters, or needles, to set up machinery for operation
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.


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.