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Automation Risk Analysis

Will “Cigarette Filter 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 Filter 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 Filter 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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles