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Automation Risk Analysis

Will “Spreader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #612 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Spreader” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Spreader” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Textile Cutting Machine Setters, Operators, and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend machines that cut textiles.

Avg. Annual Salary $38,500
Avg. Hourly Wage $18.51
Available Jobs (US) 8,960
Job Title & Hierarchy Code (SOC) Textile Cutting Machine Setters, Operators, and Tenders #51-6062
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Textile Cutting Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Program electronic equipment.

  • Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.

  • Start machines, monitor operations, and make adjustments as needed.

  • Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements.

  • Stop machines when specified amounts of product have been produced.

  • Operate machines for test runs to verify adjustments and to obtain product samples.

  • Inspect machinery to determine whether repairs are needed.

  • Inspect products to ensure that the quality standards and specifications are met.

  • Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products.

  • Repair or replace worn or defective parts or components, using hand tools.

  • Install, level, and align components, such as gears, chains, guides, dies, cutters, or needles, to set up machinery for operation.

  • Adjust cutting techniques to types of fabrics and styles of garments.

  • Thread yarn, thread, or fabric through guides, needles, and rollers of machines.

  • Confer with coworkers to obtain information about orders, processes, or problems.

  • Notify supervisors of mechanical malfunctions.

  • Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.

  • Record information about work completed and machine settings.

  • Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys.

Technologies & Software

  • Sight Machine AI
  • Autodesk AutoCAD
  • HAISEN SoftWare System
  • ABB AI Robotics
  • Siemens Industrial AI
  • Rockwell Automation AI
  • Microsoft Windows
  • Microsoft Office software
  • Microsoft Outlook
  • SAP software
  • Microsoft Word
  • Cognex Vision AI
  • Microsoft Excel
  • Precision rulers
  • Water jet cutting machines
  • Measuring tapes
  • Die cutting presses
  • Straight knife cutting machines
  • Rotary die cutters
  • Wheeled forkllifts
  • Band knife cutting machines
  • Plasma cutting machines
  • Drill presses
  • Cloth spreading machines
  • Sergers
  • Notcher machines
  • Fabric scissors
  • Straight stitchers
  • Ultrasonic cutting machines
  • Round knife cutting machines
  • Machine oiling cans
  • Lubricant guns
  • Die cutting machines
  • Laser cutting machines
  • Fabric shears

Alternative Job Titles