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Automation Risk Analysis

Will “Cartridge Gauger” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cartridge 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%

“Cartridge 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.

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

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

  • Position products, components, or parts for testing.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles