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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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles