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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.

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

  • 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.

  • 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.

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles