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Automation Risk Analysis

Will “Oil 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 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 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

  • Compute usable amounts of items in shipments.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles