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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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles