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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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

Technologies & Software

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

Alternative Job Titles