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Automation Risk Analysis

Will “Cloth Measurer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cloth Measurer” will maybe 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Cloth Measurer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Collect or select samples for testing or for use as models.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Notify supervisors or other personnel of production problems.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Position products, components, or parts for testing.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Compute defect percentages or averages, using formulas and calculators.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Analyze test data, making computations as necessary, to determine test results.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Recommend necessary corrective actions, based on inspection results.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Compute usable amounts of items in shipments.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

Technologies & Software

  • Autodesk AutoCAD
  • Minitab
  • SAP software
  • Llama (Meta)
  • Statistical process control SPC data collection devices
  • IBM Notes
  • Rockwell Automation AI
  • Qwen (Alibaba)
  • Sight Machine AI
  • Skype
  • Mistral (Mistral AI)
  • Grok (xAI)
  • Nova (Amazon)
  • Wilcox Associates PC-DMIS Inspection Planner
  • Selenium
  • Data analysis software
  • Inspection marking systems
  • Tolerance analysis software
  • Mastercam Design
  • DeepSeek
  • Database software
  • ABB AI Robotics
  • Extensible markup language XML
  • R
  • Gemini (Google)
  • Kimi (Moonshot AI)
  • Design of experiments DOE software
  • Microsoft Outlook
  • Siemens Industrial AI
  • Mastercam computer-aided design and manufacturing software
  • Label inspection systems
  • Microsoft Word
  • Coordinate measuring machine software
  • Cognex Vision AI
  • Verisurf Metrology
  • Dassault Systemes SolidWorks
  • Microsoft PowerPoint
  • Data entry software
  • Structured query language SQL
  • FileMaker Pro
  • Microsoft Visio
  • Cybermetrics GAGETrak
  • Medical condition coding software
  • Claude (Anthropic)
  • Microsoft SharePoint
  • ChatGPT (OpenAI)
  • Atlassian JIRA
  • Microsoft Excel
  • Dassault Systemes CATIA
  • Microsoft Office software
  • Microsoft Access
  • Computer-aided inspection software
  • Apache Hive
  • Apache Pig
  • The MathWorks MATLAB
  • IBM Lotus Notes
  • Computer assisted design software
  • Capacitive acceleration instruments
  • Accelerometers
  • Conductivity meters
  • Manufacturing defect analyzers MDA
  • Fatigue testers
  • Return loss calibrator RLC passive component testers
  • Holographic interferometers
  • Plotters
  • Sampling oscilloscopes
  • Eddy current probes
  • Overhead cranes
  • Frequency counters
  • Strain gauges
  • Bubble leak testers
  • Verisurf Master3DGage
  • Power meters
  • Resistance meters
  • Moisture meters
  • Ductility testers
  • Radiographic flaw detectors
  • Viscometers
  • Shock testers
  • Metallurgical microscopes
  • Printed circuit board PCB testers
  • Resonance acceleration instruments
  • Sorting machines
  • Penetrant flaw detectors
  • Null-balance acceleration instruments
  • Eddy current flaw detectors
  • Optical gauges
  • Frequency meters
  • Ammeters
  • Tensile testers
  • Multimeters
  • Laser thickness gauges
  • Vibration and shaker systems
  • Calorimetric leak testers
  • Digital resistance meters
  • Force transducers
  • Beta gauges
  • Depth gauges
  • Pin gauges
  • Hipot testers
  • Forklifts
  • Hydraulic lifts
  • Measuring microscopes
  • Function generators
  • Compression testers
  • Resistivity meters
  • Coordinate measuring machines CMM
  • Pi tapes
  • Signal generators
  • Hydraulic pumps
  • Impact hammers
  • Gloss meters
  • Hardness testers
  • Verisurf CMM Master
  • Pulse generators
  • Environmental chambers
  • Digital resistance thermometers
  • Height gauges
  • Personal computers
  • Industrial bench scales
  • Mass flow leak testers
  • Direct current DC power testers
  • Micrometers
  • Magnetic particle flaw detectors
  • In-circuit testers
  • Thread gauges
  • Color spectrometers
  • Logic test systems
  • Creep and stress relaxation testers
  • Laser shearography flaw detectors
  • Backplane testers
  • Shear testers
  • Digital multimeters
  • Piezoelectric acceleration instruments
  • Digital voltmeters DVM
  • Optical comparators
  • Verisurf 3Dgage
  • Linear or mixed signal equipment
  • Bit error rate testers BERT
  • Calipers
  • Plug gauges
  • Impact toughness testers
  • Utrasonic flaw detectors
  • Continuity testers
  • Magnetic induction acceleration instruments

Alternative Job Titles