Sewing Machine Operators

AI Risk Score56%Mid Risk

The 56% 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 operate or tend sewing machines to join, reinforce, decorate, or perform related sewing operations in the manufacture of garment or nongarment products. Your job is considered Mid Risk for AI automation.

Below is your job's AI vulnerability profile with salary trends and employment data, plus 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. Remember, look for tasks that you can automate in your job to make you more productive, while focus on developing the areas that AI cannot easily automate. Plus, explore the technology section to see what tools and software you'll likely encounter in this role and therefore can look for AI alternatives.

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.

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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.

9/26
Watch operating equipment to detect malfunctions.4.39Risk

Monitoring machine operation can be automated with sensors and AI systems, though human oversight may be needed for complex issues.

Mount materials or workpieces onto production equipment.4.31Risk

Positioning items is a repetitive task that can be automated with precision machinery, though human oversight may be needed for adjustments.

Feed materials or products into or through equipment.4.32Risk

Feeding materials is a repetitive task that can be automated with machinery, though human oversight may be needed for complex setups.

Compare physical characteristics of materials or products to specifications or standards.4.17Risk

Matching cloth pieces requires skill and judgment that is challenging to automate, though machinery can assist with the physical aspect.

Maneuver workpieces in equipment during production.4.26Risk

Guiding garments under machine needles is a task that can be automated, though human oversight may be needed for complex operations.

Operate sewing equipment.4.09Risk

Operating sewing machines is a task that can be automated with advanced machinery, though human oversight may be needed for complex or delicate operations.

Record operational or production data.4.04Risk

Recording quantities is a straightforward task that can be automated with digital systems.

Inspect garments for defects, damage, or stains.4.08Risk

Inspecting garments requires skill and judgment that is challenging to automate, though machinery can assist with the marking process.

Select production input materials.4.14Risk

Selecting supplies can be partially automated with inventory management systems, though human judgment may be needed for specific requirements.

Advanced Problem AnalysisRisk
Strategic Decision ImplementationRisk
Complex System OptimizationRisk

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Knowledge

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

4/7

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.

9/20

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.

9/40

Technology Used

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

3/5
Electronic mail software
Spreadsheet software
Office suite software
Advanced AI Tools
Machine Learning Platforms
Predictive Analytics Software

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Expert Insights

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

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What to do next?

Your job faces a moderate automation threat. A few timely moves can put you back in the safe zone. Choose your strategy below:

Recommended for Mid Risk:

  • • Upskill: Develop skills that complement AI rather than compete with it
  • • Use AI: Master AI tools to increase your efficiency and value
  • • Pivot Smart: Consider transitioning to roles that require human judgment and creativity
  • • Stay Alert: Get notified of industry changes that could affect your role

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 this role has a 56% AI risk score, which is considered mid risk. While some tasks in this role may be automated, the profession as a whole is moderately vulnerable from complete replacement. The key is understanding which specific aspects of your job are most vulnerable, some of which are shown on this page.

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