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Automation Risk Analysis

Will “Brick Grader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Brick Grader” 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%

“Brick Grader” 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles