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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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles