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Automation Risk Analysis

Will “Petroleum Analyst” be Automated?

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AI Exposure Risk

53%

“Petroleum Analyst” 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Petroleum Analyst” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Geological Technicians, Except Hydrologic Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist scientists or engineers in the use of electronic, sonic, or nuclear measuring instruments in laboratory, exploration, and production activities to obtain data indicating resources such as metallic ore, minerals, gas, coal, or petroleum. Analyze mud and drill cuttings. Chart pressure, temperature, and other characteristics of wells or bore holes.

Avg. Annual Salary $58,220
Avg. Hourly Wage $27.99
Available Jobs (US) 9,710
Job Title & Hierarchy Code (SOC) Geological Technicians, Except Hydrologic Technicians #19-4043
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Geological Technicians, Except Hydrologic Technicians”

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Core Skills & Abilities

  • Interview individuals, and research public databases in order to obtain information.

  • Assemble, maintain, or distribute information for library or record systems.

  • Inspect engines for wear or defective parts, using equipment or measuring devices.

  • Set up or direct set-up of instruments used to collect geological data.

  • Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas.

  • Collect geological data from potential geothermal energy plant sites.

  • Test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.

  • Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis.

  • Prepare notes, sketches, geological maps, or cross-sections.

  • Plan and direct activities of workers who operate equipment to collect data.

  • Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits.

  • Operate or adjust equipment or apparatus used to obtain geological data.

  • Participate in the evaluation of possible mining locations.

  • Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability.

  • Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.

  • Participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs.

  • Measure geological characteristics used in prospecting for oil or gas, using measuring instruments.

  • Adjust or repair testing, electrical, or mechanical equipment or devices.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Supervise well exploration, drilling activities, or well completions.

  • Collect or prepare solid or fluid samples for analysis.

  • Compile data used to address environmental issues, such as the suitability of potential landfill sites.

  • Assess the environmental impacts of development projects on subsurface materials.

  • Read and study reports in order to compile information and data for geological and geophysical prospecting.

  • Compile, log, or record testing or operational data for review and further analysis.

  • Record readings in order to compile data used in prospecting for oil or gas.

  • Create photographic recordings of information, using equipment.

  • Evaluate and interpret seismic data with the aid of computers.

  • Plot information from aerial photographs, well logs, section descriptions, or other databases.

Technologies & Software

  • Consensus
  • Qwen (Alibaba)
  • Golden Software Surfer
  • Schlumberger GeoFrame
  • Surface III
  • Database software
  • Geographic information system GIS software
  • Elicit
  • Petroleum Software Technologies
  • Gemini for Workspace
  • Martin D Adamiker's TruFlite
  • Geographic resources analysis support system GRASS
  • SAP software
  • Microsoft Excel
  • Claude (Anthropic)
  • Mistral (Mistral AI)
  • Kimi (Moonshot AI)
  • Scite AI
  • Juniper Systems LandMark Mobile
  • Techsia Techlog
  • Geographic information system GIS systems
  • Leica Geosystems ERDAS IMAGINE
  • Dynamic Graphics EarthVision
  • ChatGPT (OpenAI)
  • Microsoft Access
  • Microsoft Word
  • Nova (Amazon)
  • Microsoft Outlook
  • Seismic Micro-Technology KINGDOM
  • SAP BusinessObjects Crystal Reports
  • Gemini (Google)
  • ESRI ArcGIS software
  • Halliburton ProMAX
  • Microsoft PowerPoint
  • Global positioning system GPS software
  • Mistral AI (chat/models)
  • petroWEB Global Seismic Library
  • Microsoft Office software
  • Corel CorelDraw Graphics Suite
  • Adobe Illustrator
  • Inventory management systems
  • Semantic Scholar AI
  • DeepSeek
  • NotebookLM (Google)
  • Midland Valley 2DMove
  • Parallel Geoscience SPW
  • Perplexity AI
  • Clark Labs IDRISI Andes
  • Llama (Meta)
  • IHS Petra
  • Autodesk AutoCAD
  • Grok (xAI)
  • Landmark Graphics GeoGraphix
  • Landmark SeisWorks
  • Digital pH meters
  • Turbidimeters
  • Chipmunk crushers
  • Glass beakers
  • Phase contrast microscopes
  • Fluorescence spectrophotometers
  • Gas chromatography equipment
  • 35 millimeter cameras
  • Spectrophotometers
  • Geological hammers
  • Dissolved organic carbon analyzers
  • Sieve shakers
  • Scanning electron microscopes SEM
  • Laboratory pulverizers
  • Digital hydrometers
  • Portable dataloggers
  • Digital chlorine testers
  • Rock picks
  • Heated magnetic stirrers
  • Glass graduated cylinders
  • General purpose burets
  • Rock saws
  • Electronic distance meters
  • Electronic digital theodolites
  • X ray fluorescence XRF spectrometers
  • Erlenmeyer flasks
  • Surveillance binoculars
  • Spinner magnetometers
  • Digital micropipettes
  • Ultraviolet-Visible UV/VIS spectrophotometers
  • Stadia rods
  • Directional compasses
  • Volumetric flasks
  • Optical particle detectors
  • Digital seismographs
  • Desktop computers
  • Piezometers
  • Total stations
  • Terrain conductivity meters
  • Clinometers
  • Planimeters
  • Pocket transits
  • Total sulfur analyzers
  • Hand lenses
  • Calorimeters
  • Sample microsplitters
  • Scientific calculators
  • Magnetometers
  • Glass funnels
  • Carbon hydrogen nitrogen CHN analyzers
  • Gravitational field indicators
  • Microwave digestion systems
  • Conductivity indicators
  • Power rock coring drills
  • Dissolved oxygen meters
  • Earth drills
  • Laboratory drying ovens
  • Rotary pulverizers
  • Water sampling bailers
  • Mass spectrometers
  • Abney levels
  • Fourier transfer infrared FTIR spectrometers
  • Cryogenic magnetometers
  • Ground penetrating radar GPR systems
  • Glass laboratory crucibles
  • Laptop computers
  • Hand augers
  • Proton magnetometers
  • Top-loading electronic balances
  • Laser rangefinders
  • Groundwater sampling peristaltic pumps
  • Water distillation units
  • Glass dropping pipettes
  • Single crystal x ray diffractometers
  • Jaw crushers
  • Fluorescence microscopes
  • Digital cameras
  • Automatic burets
  • Laboratory vacuum pumps
  • Electronic laboratory balances
  • Shatterboxes
  • Global positioning system GPS receivers
  • Hydraulic vibracorers
  • Survey altimeters
  • High pressure liquid chromatograph HPLC equipment
  • Dissolved salt meters
  • Electronic digital levels
  • Binocular polarizing microscopes
  • Hand levels
  • Inductively coupled plasma ICP optical emission spectrometers
  • Personal computers
  • Soil augers
  • Laboratory sieves
  • Soil core samplers

Alternative Job Titles