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Automation Risk Analysis

Will “Brick Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Brick Sorter” 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 Sorter” 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.

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles