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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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

Technologies & Software

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

Alternative Job Titles