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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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles