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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

  • Notify supervisors of mechanical malfunctions.

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

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

  • Inspect machinery to determine whether repairs are needed.

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

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

  • 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.

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

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

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

  • Record information about work completed and machine settings.

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

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

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

  • Program electronic equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles