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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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

  • Collect geological data from potential geothermal energy plant sites.

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles