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Automation Risk Analysis

Will “Brick Picker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Brick Picker” 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 Picker” 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 or test raw materials, parts, or products to determine compliance with environmental standards.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

  • 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.

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • 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

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

Alternative Job Titles