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Automation Risk Analysis

Will “Oil 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%

“Oil 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%

“Oil 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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles