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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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles