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Automation Risk Analysis

Will “Lens Block 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 Block 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 Block 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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles