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Automation Risk Analysis

Will “Paper Sorter” 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” 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” 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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles