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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

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

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

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

  • 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.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles