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Automation Risk Analysis

Will “Cigarette Paper Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cigarette Paper Tester” 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%

“Cigarette Paper Tester” 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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles