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Automation Risk Analysis

Will “Boiler Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Boiler 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%

“Boiler 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

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles