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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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles