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Automation Risk Analysis

Will “Lens Blank Gauger” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Lens Blank Gauger” 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 Blank Gauger” 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

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

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles