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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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles