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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles