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Automation Risk Analysis

Will “Eyeglass Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Eyeglass 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%

“Eyeglass 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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles