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Automation Risk Analysis

Will “Finished Cloth Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Finished Cloth Examiner” 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%

“Finished Cloth Examiner” 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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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  • R
  • Extensible markup language XML
  • Autodesk AutoCAD
  • Design of experiments DOE software
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  • Apache Pig
  • DeepSeek
  • Coordinate measuring machine software
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  • Data entry software
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  • Statistical process control SPC data collection devices
  • Hipot testers
  • Pin gauges
  • Digital resistance thermometers
  • Logic test systems
  • Mass flow leak testers
  • Compression testers
  • Utrasonic flaw detectors
  • Capacitive acceleration instruments
  • Continuity testers
  • Sampling oscilloscopes
  • Multimeters
  • Thread gauges
  • Color spectrometers
  • Backplane testers
  • Pulse generators
  • Industrial bench scales
  • Power meters
  • Overhead cranes
  • Creep and stress relaxation testers
  • Calipers
  • Magnetic particle flaw detectors
  • Frequency counters
  • Resistivity meters
  • In-circuit testers
  • Hardness testers
  • Resistance meters
  • Optical gauges
  • Plotters
  • Shear testers
  • Coordinate measuring machines CMM
  • Conductivity meters
  • Beta gauges
  • Function generators
  • Null-balance acceleration instruments
  • Fatigue testers
  • Measuring microscopes
  • Radiographic flaw detectors
  • Calorimetric leak testers
  • Magnetic induction acceleration instruments
  • Direct current DC power testers
  • Bubble leak testers
  • Linear or mixed signal equipment
  • Frequency meters
  • Signal generators
  • Viscometers
  • Digital resistance meters
  • Accelerometers
  • Plug gauges
  • Moisture meters
  • Gloss meters
  • Pi tapes
  • Optical comparators
  • Hydraulic lifts
  • Force transducers
  • Hydraulic pumps
  • Height gauges
  • Laser shearography flaw detectors
  • Eddy current probes
  • Shock testers
  • Penetrant flaw detectors
  • Impact toughness testers
  • Personal computers
  • Depth gauges
  • Micrometers
  • Verisurf 3Dgage
  • Digital voltmeters DVM
  • Vibration and shaker systems
  • Forklifts
  • Verisurf CMM Master
  • Impact hammers
  • Digital multimeters
  • Strain gauges
  • Sorting machines
  • Ductility testers
  • Bit error rate testers BERT
  • Eddy current flaw detectors
  • Tensile testers
  • Environmental chambers
  • Ammeters
  • Piezoelectric acceleration instruments
  • Resonance acceleration instruments
  • Laser thickness gauges
  • Return loss calibrator RLC passive component testers
  • Manufacturing defect analyzers MDA
  • Verisurf Master3DGage
  • Printed circuit board PCB testers
  • Metallurgical microscopes
  • Holographic interferometers

Alternative Job Titles