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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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles