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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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles