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Automation Risk Analysis

Will “Masonry Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Masonry 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%

“Masonry 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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles