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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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles