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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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • 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 defect percentages or averages, using formulas and calculators.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles