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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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles