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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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles