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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

  • 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.

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

  • 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.

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • 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.

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles