Job Check
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Set up, operate, or tend machines that wind or twist textiles; or draw out and combine sliver, such as wool, hemp, or synthetic fibers. Includes slubber machine and drawing frame operators.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Notify supervisors or mechanics of equipment malfunctions.Mostly human for now
- 02Thread yarn, thread, or fabric through guides, needles, and rollers of machines.Mostly human for now
- 03Start machines, monitor operation, and make adjustments as needed.Mostly human for now
- 04Inspect machinery to determine whether repairs are needed.Mostly human for now
- 05Record production data such as numbers and types of bobbins wound.AI could speed this up a lot
- 06Replace depleted supply packages with full packages.Mostly human for now
- 07Stop machines when specified amount of products has been produced.Mostly human for now
- 08Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.Mostly human for now
- 09Tend machines that twist together two or more strands of yarn or insert additional twists into single strands of yarn to increase strength, smoothness, or uniformity of yarn.Mostly human for now
- 10Observe operations to detect defects, malfunctions, or supply shortages.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 lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
9%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 13% 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 97% 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.
- Notify supervisors or mechanics of equipment malfunctions.
- Thread yarn, thread, or fabric through guides, needles, and rollers of machines.
- Start machines, monitor operation, and make adjustments as needed.