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Automation Risk Analysis

Will “Lens Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Lens Examiner” 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%

“Lens Examiner” 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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles