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Automation Risk Analysis

Will “Cigarette Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cigarette Inspector” 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 Inspector” 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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles