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Automation Risk Analysis

Will “Gauge and Instrument Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Gauge and Instrument Inspector” 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%

“Gauge and Instrument Inspector” 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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles