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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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles