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Automation Risk Analysis

Will “Cigar Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cigar 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%

“Cigar 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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles