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Automation Risk Analysis

Will “CNC Cutting Operator (Computer Numerical Control Cutting Operator)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #612 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“CNC Cutting Operator (Computer Numerical Control Cutting Operator)” 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%

“CNC Cutting Operator (Computer Numerical Control Cutting Operator)” 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

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

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

  • Program electronic equipment.

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

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

  • 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.

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

  • Inspect machinery to determine whether repairs are needed.

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

  • Notify supervisors of mechanical malfunctions.

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

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

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

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

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

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

  • Record information about work completed and machine settings.

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

Technologies & Software

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

Alternative Job Titles