Textile Knitting and Weaving Machine Setters, Operators, and Tenders

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

AI Risk Score47%Low Risk

The 47% risk score reflects the overall automation risk of your profession on a scale of 0–100. The higher the score, the more likely parts of your role could be handled by AI, increasing efficiency, but also raising the possibility of job disruption. Nearly all jobs include tasks that are automatable to some degree.

In this role, you set up, operate, or tend machines that knit, loop, weave, or draw in textiles. Your job is considered Low Risk for AI automation.

Below is your job's AI vulnerability profile with detailed breakdowns of tasks, knowledge areas, skills, and abilities. Each item includes AI risk scores and importance ratings to help you prioritize what to focus on. Plus, explore the technology section to see what tools and software you'll likely encounter in this role.

You're already ahead of the curve by checking your risk and exploring your options. This project goes beyond one role, we’re building a global job warning system to help everyone stay ahead of AI. By supporting our research, you’ll unlock your full job profile, including detailed risk breakdowns, trend alerts, and priority access to new research. Supporting our research not only gives you deeper insights into your own role, it helps us keep this project alive for millions of others navigating the future of work, but don't worry, if you are not ready to support us, we provide enough free insights to get you started.

In the meantime explore the sections below, and don't miss the What to do next? section for practical steps you can start today.

Share your risk score
Checking unlock status...

Jump to Section

On the job, you would

On-the-job activities and responsibilities that define your role. Each task is analyzed for automation potential and contributes to your overall AI risk assessment.

9/19
Cut fabrics.4.5

Removing defects in cloth requires manual dexterity and attention to detail, making full automation challenging.

Inspect textile products.4.47Risk

Inspecting products for specifications involves human judgment and attention to detail, which are difficult to fully automate.

Inspect textile products.4.65Risk

Observing woven cloth for defects requires human judgment and attention to detail, limiting full automation.

Feed materials or products into or through equipment.4.58Risk

Threading materials through machines can be automated with robotics, though human oversight is often needed for complex setups.

Inspect production equipment.4.48Risk

Examining looms for defects involves human judgment and problem-solving, which are challenging to automate fully.

Notify others of equipment repair or maintenance needs.4.45

Notifying supervisors of malfunctions involves communication and human interaction, which are less automatable.

Operate textile cutting or production equipment.4.37Risk

Setting up and operating textile machines can be automated with AI systems that handle repetitive tasks efficiently.

Operate textile cutting or production equipment.4.33Risk

Starting and monitoring machines, along with making adjustments, can be automated through sensors and AI systems that track and optimize machine performance.

Inspect production equipment.4.19Risk

Inspecting machinery for repairs requires human judgment and problem-solving skills, which are challenging to automate fully.

Advanced Problem AnalysisRisk
Strategic Decision ImplementationRisk
Complex System OptimizationRisk

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Knowledge

Theoretical knowledge and understanding required for your position. Knowledge areas are evaluated for AI replacement likelihood and factor into your risk score.

5/9

Administration and Management

2.19Risk

Administration and Management involve repetitive, data-driven tasks (e.g., scheduling, reporting, workflow automation) that AI can handle efficiently, while strategic decision-making remains partially human-centric.

Customer and Personal Service

2.3Risk

This domain includes both routine customer service tasks (automatable) and personal interaction needs (less automatable), with AI likely to handle 60% of potential automation in the next five years.

Production and Processing

3.39Risk

Production and Processing involve repetitive, structured tasks that AI can automate efficiently, such as quality control, data analysis, and workflow management.

Computers and Electronics

2.47Risk

The domain involves repetitive manufacturing, testing, and customer support tasks that AI can automate, with growing capabilities in complex design and analysis tasks.

Mechanical

2.99Risk

Mechanical tasks involve both routine (e.g., simulation, design) and complex (e.g., physical intuition, creative problem-solving) elements, with AI capable of automating data-driven aspects but limited in handling novel, non-repetitive challenges.

Advanced Analytics

Risk

Machine Learning

Risk

Predictive Modeling

Risk

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Skills

Practical abilities and competencies you need to perform your job effectively. Skills are assessed for automation vulnerability and help determine your AI risk level.

9/25

Reading Comprehension

2.75

Active Listening

3

Writing

2.38

Speaking

2.88

Critical Thinking

2.88

Active Learning

2

Learning Strategies

2.12

Monitoring

3.12

Social Perceptiveness

2.25

Advanced Problem Solving

Collapsed
Strategic Decision Making
Risk
Complex Analysis
Risk
Critical Thinking
Risk

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Abilities

Innate and learned capabilities that enable you to succeed in your role. Abilities are analyzed for AI replication potential and contribute to your overall risk assessment.

9/42

Oral Comprehension

3.12Risk

Oral comprehension involves nuanced understanding of speech, context, and tone, which AI is advancing but not yet fully automated in complex real-world scenarios.

Written Comprehension

2.75Risk

Written comprehension involves tasks like text analysis, summarization, and question-answering, which AI already excels at through advanced NLP models. These capabilities are likely to be fully automated within 5 years.

Oral Expression

3Risk

Oral Expression involves complex, context-dependent communication that requires nuance, adaptability, and real-time interaction, which current AI systems struggle to fully replicate, though some aspects like script generation may be automated.

Written Expression

2.5Risk

Written Expression involves nuanced understanding, creativity, and context, which AI can partially replicate but not fully, limiting automation potential in complex or original tasks.

Fluency of Ideas

2

Fluency of Ideas involves complex, context-dependent creativity and adaptability that current AI lacks, even with advancements in generative models.

Originality

2.12

Originality requires creative insight and novel synthesis of ideas, which AI currently lacks, though it may generate novel content based on patterns rather than true originality.

Problem Sensitivity

3.12

Problem Sensitivity requires nuanced judgment, contextual understanding, and adaptability, which current AI systems lack. While AI can analyze data, true problem sensitivity involves human intuition, ethics, and creativity.

Deductive Reasoning

2.88Risk

AI excels in structured deductive tasks but may struggle with complex, context-dependent reasoning requiring human intuition.

Inductive Reasoning

2.75Risk

Inductive reasoning involves pattern recognition and generalization, which AI already excels at through machine learning, with further advancements likely to enhance this capability in the next five years.

Critical Thinking

Risk

Complex Problem Solving

Risk

Strategic Planning

Risk

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Technology Used

Tools, software, and technological systems you use in your work.

3/6
Computer aided manufacturing CAM software
Spreadsheet software
Office suite software
Advanced AI Tools
Machine Learning Platforms
Predictive Analytics Software

Support Our Research

As a thank you, we'll unlock this full job profile and keep you updated on trends and changes for your job.Less than half the cost of a cup of coffee per month.

Expert Insights

Expert comments on the job, click on the expert to see their answers.

Loading expert insights...

What to do next?

Great news — your role is fairly safe for now, but it's smart to stay proactive. Choose your strategy below:

Recommended for Low Risk:

  • • Upskill: Focus on human-centric skills that AI can't easily replicate (creativity, emotional intelligence, strategic thinking)
  • • Use AI: Learn to leverage AI tools to enhance your productivity and stay ahead of the curve
  • • Stay Alert: Monitor changes in your field to maintain your competitive advantage

Each tab contains curated resources designed to help you take the next step. More resources will be added over time.

Frequently Asked Questions

Based on our analysis, a Textile Knitting and Weaving Machine Setters, Operators, and Tenders has a 47% AI risk score, which is considered low risk. While some tasks in this role may be automated, the profession as a whole is for now, relatively safe from complete replacement. The key is understanding which specific aspects of your job are most vulnerable, some of which are shown on this page.

Want more detailed insights about your AI risk?

Get personalized recommendations, detailed task analysis, and ongoing AI risk monitoring with our premium insights.

Unlock Premium Insights

Will You Let AI Replace You?

Stay ahead of AI changes in your field. Get personalized updates about its impact on your career.

Secure
Private
Premium

Join our community to receive curated insights about AI's impact on your role and industry.

Share with friends and family

Help your family, friends, and followers stay ahead of their AI risk. Share this page.