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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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles