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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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles