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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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles