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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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles