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Automation Risk Analysis

Will “Multifocal Lens Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Multifocal Lens 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%

“Multifocal Lens 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

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

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles