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Automation Risk Analysis

Will “Insulation Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Insulation 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%

“Insulation 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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles