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Automation Risk Analysis

Will “Press Pipe Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Press Pipe 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%

“Press Pipe 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

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

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

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

  • 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.

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles