Job Check
Textile Cutting Machine Setters, Operators, and Tenders
Set up, operate, or tend machines that cut textiles.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Inspect products to ensure that the quality standards and specifications are met.AI could speed this up, with extra tools
- 02Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.Mostly human for now
- 03Start machines, monitor operations, and make adjustments as needed.Mostly human for now
- 04Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products.Mostly human for now
- 05Record information about work completed and machine settings.AI could speed this up a lot
- 06Notify supervisors of mechanical malfunctions.Mostly human for now
- 07Inspect machinery to determine whether repairs are needed.Mostly human for now
- 08Confer with coworkers to obtain information about orders, processes, or problems.Mostly human for now
- 09Repair or replace worn or defective parts or components, using hand tools.Mostly human for now
- 10Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job loss2%of this job’s work time goes to tasks that people already do with Claude at work, counting tasks where AI only helps as half (2026).Anthropic, 2026
16%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 35% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 91% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- 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.