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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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles