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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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles