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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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles