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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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

  • Dassault Systemes SolidWorks
  • Llama (Meta)
  • Minitab
  • Cognex Vision AI
  • Kimi (Moonshot AI)
  • Microsoft Outlook
  • Design of experiments DOE software
  • Skype
  • Computer-aided inspection software
  • Computer assisted design software
  • Qwen (Alibaba)
  • Atlassian JIRA
  • Claude (Anthropic)
  • Dassault Systemes CATIA
  • Mastercam computer-aided design and manufacturing software
  • Extensible markup language XML
  • Gemini (Google)
  • Microsoft Office software
  • Tolerance analysis software
  • The MathWorks MATLAB
  • ABB AI Robotics
  • DeepSeek
  • Statistical process control SPC data collection devices
  • Coordinate measuring machine software
  • Data entry software
  • Label inspection systems
  • IBM Notes
  • Microsoft SharePoint
  • Nova (Amazon)
  • Sight Machine AI
  • Apache Hive
  • R
  • Mastercam Design
  • SAP software
  • Wilcox Associates PC-DMIS Inspection Planner
  • Data analysis software
  • Inspection marking systems
  • ChatGPT (OpenAI)
  • Medical condition coding software
  • Database software
  • Rockwell Automation AI
  • Microsoft Word
  • Structured query language SQL
  • FileMaker Pro
  • Cybermetrics GAGETrak
  • Microsoft Visio
  • Microsoft Access
  • Siemens Industrial AI
  • IBM Lotus Notes
  • Microsoft PowerPoint
  • Apache Pig
  • Autodesk AutoCAD
  • Mistral (Mistral AI)
  • Selenium
  • Microsoft Excel
  • Verisurf Metrology
  • Grok (xAI)
  • Frequency meters
  • Laser shearography flaw detectors
  • Logic test systems
  • Calorimetric leak testers
  • Frequency counters
  • Force transducers
  • Thread gauges
  • Vibration and shaker systems
  • Height gauges
  • Shear testers
  • Ductility testers
  • Resistance meters
  • Viscometers
  • Impact toughness testers
  • Optical gauges
  • Power meters
  • Printed circuit board PCB testers
  • Digital resistance meters
  • Forklifts
  • Micrometers
  • Eddy current flaw detectors
  • Conductivity meters
  • Function generators
  • Resistivity meters
  • Metallurgical microscopes
  • Continuity testers
  • Multimeters
  • Radiographic flaw detectors
  • Hydraulic pumps
  • Mass flow leak testers
  • Color spectrometers
  • Pi tapes
  • Pulse generators
  • Shock testers
  • Verisurf CMM Master
  • Manufacturing defect analyzers MDA
  • Industrial bench scales
  • Moisture meters
  • Coordinate measuring machines CMM
  • Overhead cranes
  • Tensile testers
  • Signal generators
  • Bit error rate testers BERT
  • In-circuit testers
  • Digital voltmeters DVM
  • Utrasonic flaw detectors
  • Hipot testers
  • Measuring microscopes
  • Depth gauges
  • Holographic interferometers
  • Linear or mixed signal equipment
  • Personal computers
  • Resonance acceleration instruments
  • Plotters
  • Sorting machines
  • Digital multimeters
  • Eddy current probes
  • Gloss meters
  • Beta gauges
  • Accelerometers
  • Digital resistance thermometers
  • Hydraulic lifts
  • Verisurf 3Dgage
  • Laser thickness gauges
  • Plug gauges
  • Impact hammers
  • Pin gauges
  • Strain gauges
  • Optical comparators
  • Creep and stress relaxation testers
  • Penetrant flaw detectors
  • Direct current DC power testers
  • Magnetic induction acceleration instruments
  • Verisurf Master3DGage
  • Return loss calibrator RLC passive component testers
  • Capacitive acceleration instruments
  • Backplane testers
  • Compression testers
  • Bubble leak testers
  • Calipers
  • Ammeters
  • Fatigue testers
  • Environmental chambers
  • Piezoelectric acceleration instruments
  • Magnetic particle flaw detectors
  • Hardness testers
  • Null-balance acceleration instruments
  • Sampling oscilloscopes

Alternative Job Titles