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Automation Risk Analysis

Will “Hand 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%

“Hand 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%

“Hand 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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

Alternative Job Titles