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Automation Risk Analysis

Will “Machine 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%

“Machine 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%

“Machine 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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

Alternative Job Titles