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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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

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

  • 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.

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

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

  • 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.

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

Technologies & Software

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

Alternative Job Titles