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Automation Risk Analysis

Will “Cigarette Making Machine Catcher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cigarette Making Machine Catcher” 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 Making Machine Catcher” 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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles