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Automation Risk Analysis

Will “Oil Laboratory Analyst” be Automated?

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AI Exposure Risk

53%

“Oil Laboratory 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%

“Oil Laboratory 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

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

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

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

  • Create photographic recordings of information, using equipment.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles