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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles