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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles