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Automation Risk Analysis

Will “Eyeglass Frames 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 Frames 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 Frames 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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles