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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles