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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

  • 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.

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles