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Automation Risk Analysis

Will “Cloth Stock Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cloth Stock Sorter” 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 Stock Sorter” 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

  • Compute usable amounts of items in shipments.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles