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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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles