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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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles