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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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles