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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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles