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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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles