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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

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

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

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles