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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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles