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Automation Risk Analysis

Will “Asbestos Shingle Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Asbestos Shingle 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%

“Asbestos Shingle 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles