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Automation Risk Analysis

Will “Fibrous Wallboard Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Fibrous Wallboard Inspector” 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%

“Fibrous Wallboard Inspector” 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.

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles