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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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles