Job Check
Textile Knitting and Weaving Machine Setters, Operators, and Tenders
Set up, operate, or tend machines that knit, loop, weave, or draw in textiles.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Observe woven cloth to detect weaving defects.AI could speed this up, with extra tools
- 02Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.Mostly human for now
- 03Remove defects in cloth by cutting and pulling out filling.Mostly human for now
- 04Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.Mostly human for now
- 05Inspect products to ensure that specifications are met and to determine if machines need adjustment.Mostly human for now
- 06Notify supervisors or repair staff of mechanical malfunctions.Mostly human for now
- 07Start machines, monitor operations, and make adjustments as needed.Mostly human for now
- 08Stop machines when specified amounts of product have been produced.Mostly human for now
- 09Inspect machinery to determine whether repairs are needed.Mostly human for now
- 10Confer with co-workers to obtain information about orders, processes, or problems.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 loss3%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 27% 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 93% 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.
- Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.
- Remove defects in cloth by cutting and pulling out filling.
- Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.