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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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles