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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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles