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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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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 defect percentages or averages, using formulas and calculators.

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

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

Technologies & Software

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

Alternative Job Titles