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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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles