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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles