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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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles