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Automation Risk Analysis

Will “Petroleum Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Petroleum 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%

“Petroleum 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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles