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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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles