Textile Knitting and Weaving Machine Setters, Operators, and Tenders
AI replacement rate
60%This role is currently tracked with 9 timeline items plus a profile-based replacement estimate.
This role involves operating and adjusting specialized textile machinery. Its repetitive nature and the strong potential for AI in optimizing processes, quality control, and predictive maintenance suggest a high likelihood of significant AI-driven automation. However, human oversight for complex issues and non-routine tasks will remain necessary.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2060%
Why this role is rated this way
Structural baseMany core tasks, such as observing machine output, ensuring continuous operation, and performing minor, routine adjustments, are highly repetitive and well-suited for automation by AI-powered systems and robotics.
Advanced AI algorithms can analyze knitting and weaving patterns, optimize machine settings for efficiency and product quality, and use computer vision to detect flaws in real-time, automating critical quality control functions.
AI can monitor machine health to predict maintenance needs, reducing the 'tending' aspect. Furthermore, AI-assisted systems can guide or automate parts of the machine setup ('setting') process based on product specifications.
While routine operations can be automated, complex troubleshooting, handling unexpected material anomalies, intricate repairs, or significant machine reconfigurations still necessitate human expertise and problem-solving skills.
Timeline
Relevant news and cases, newest firstSet up, operate, or tend machines that knit, loop, weave, or draw in textiles.
Open originalAutomatic Full-Fashioned Hosiery Knitting Machine Operator · Automatic Pad-Making Machine Operator
Open original- How do they match: 51-6063.00 - Textile Knitting and Weaving Machine Setters, Operators, and Tenders
Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching.
Open original Set up, operate, or tend machines that knit, loop, weave, or draw in textiles.
Open originalWe are seeking skilled Textile ... team. The ideal candidates will oversee the operation and maintenance of automated weaving machines, ensuring quality and efficiency in textile production....
Open original📞 Contact SolveForce Toll-Free: (888) 765-8301 Email: [email protected] · Follow Us: LinkedIn · Twitter/X · Facebook · YouTube
Open originalCutting machine operators use manual and electric devices to cut layers of fabric according to patterns. They adjust machine tension or speed, and maintain the machinery. Knitting and weaving machine operators produce fabric and knitted garments.
Open originalLearn more on the Textile Knitting and Weaving Machine Setters, Operators, and Tenders occupation report.
Open originalEmployment estimate and mean wage estimates for Textile Knitting and Weaving Machine Setters, Operators, and Tenders:
Open original