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Automation Risk Analysis

Will “Cigarette 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 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 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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles