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Automation Risk Analysis

Will “Optical Glass Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Optical Glass 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%

“Optical Glass 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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles