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Automation Risk Analysis

Will “Research Associate” be Automated?

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AI Exposure Risk

53%

“Research Associate” 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%

“Research Associate” 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.

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

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

  • Participate in the evaluation of possible mining locations.

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

Technologies & Software

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

Alternative Job Titles