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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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles