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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

Alternative Job Titles