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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles