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Automation Risk Analysis

Will “Cigarette Package Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cigarette Package Examiner” 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 Package Examiner” 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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Alternative Job Titles