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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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles