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Automation Risk Analysis

Will “Boiler House 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 House 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 House 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.

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

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles