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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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles