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Automation Risk Analysis

Will “Paper Sorter and Counter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Paper Sorter and Counter” 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%

“Paper Sorter and Counter” 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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Alternative Job Titles