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Automation Risk Analysis

Will “House Piping Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“House Piping 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%

“House Piping 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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles