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Automation Risk Analysis

Will “Research Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Research Geologist” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Research Geologist” 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Geoscientists, Except Hydrologists and Geographers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Study the composition, structure, and other physical aspects of the Earth. May use geological, physics, and mathematics knowledge in exploration for oil, gas, minerals, or underground water; or in waste disposal, land reclamation, or other environmental problems. May study the Earth's internal composition, atmospheres, and oceans, and its magnetic, electrical, and gravitational forces. Includes mineralogists, paleontologists, stratigraphers, geodesists, and seismologists.

Avg. Annual Salary $111,310
Avg. Hourly Wage $53.52
Available Jobs (US) 22,510
Job Title & Hierarchy Code (SOC) Geoscientists, Except Hydrologists and Geographers #19-2042
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Geoscientists, Except Hydrologists and Geographers”

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Core Skills & Abilities

  • Locate and review research articles or environmental, historical, or technical reports.

  • Prepare geological maps, cross-sectional diagrams, charts, or reports concerning mineral extraction, land use, or resource management, using results of fieldwork or laboratory research.

  • Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities.

  • Provide advice on the safe siting of new nuclear reactor projects or methods of nuclear waste management.

  • Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application.

  • Study historical climate change indicators found in locations, such as ice sheets or rock formations to develop climate change models.

  • Develop strategies for more environmentally friendly resource extraction and reclamation.

  • Assess ground or surface water movement to provide advice on issues, such as waste management, route and site selection, or the restoration of contaminated sites.

  • Review work plans to determine the effectiveness of activities for mitigating soil or groundwater contamination.

  • Locate potential sources of geothermal energy.

  • Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.

  • Collaborate with medical or health researchers to address health problems related to geological materials or processes.

  • Research geomechanical or geochemical processes to be used in carbon sequestration projects.

  • Determine ways to mitigate the negative consequences of mineral dust dispersion.

  • Test industrial diamonds or abrasives, soil, or rocks to determine their geological characteristics, using optical, x-ray, heat, acid, or precision instruments.

  • Review environmental, historical, or technical reports and publications for accuracy.

  • Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos.

  • Inspect construction projects to analyze engineering problems, using test equipment or drilling machinery.

  • Measure characteristics of the Earth, such as gravity or magnetic fields, using equipment such as seismographs, gravimeters, torsion balances, or magnetometers.

  • Identify new sources of platinum group elements for industrial applications, such as automotive fuel cells or pollution abatement systems.

  • Analyze and interpret geological data, using computer software.

  • Identify deposits of construction materials suitable for use as concrete aggregates, road fill, or other applications.

  • Research ways to reduce the ecological footprint of increasingly prevalent megacities.

  • Develop ways to capture or use gases burned off as waste during oil production processes.

  • Develop applied software for the analysis and interpretation of geological data.

  • Identify possible sites for carbon sequestration projects.

  • Investigate the composition, structure, or history of the Earth's crust through the collection, examination, measurement, or classification of soils, minerals, rocks, or fossil remains.

  • Identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions.

  • Design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews.

  • Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects.

  • Locate and estimate probable natural gas, oil, or mineral ore deposits or underground water resources, using aerial photographs, charts, or research or survey results.

  • Determine methods to incorporate geomethane or methane hydrates into global energy production or evaluate the potential environmental impacts of such incorporation.

Technologies & Software

  • Geomechanical design analysis GDA software
  • Geosoft Oasis montaj
  • Trimble Terramodel
  • Interpex IXID
  • PaleoTax
  • HydroSOLVE AQTESOLV
  • Adobe Photoshop
  • Microsoft PowerPoint
  • Kimi (Moonshot AI)
  • Perplexity AI
  • SeeByte SeeTrack
  • Waterloo Hydrogeologic AquaChem
  • Data mining software
  • DeepSeek
  • ESRI ArcIMS
  • Gemini for Workspace
  • Geo-Logic Systems LithoTect Interpreter
  • GeoPLUS Petra
  • Microsoft Active Server Pages ASP
  • RockWare Plan
  • RockWare MicroMODEL
  • Socorro Scientific Software Refract2K
  • Aquifer test software
  • Compass software
  • Leica Geosystems ERDAS IMAGINE
  • Enigma software
  • Elicit
  • Microsoft Word
  • Email software
  • EPIC GIS
  • Parameter Estimation PEST
  • SAS
  • RockWare Jlog
  • RSI ENVI
  • Waterloo Hydrogeologic FlowPath II
  • Red Rock DeltaGraph
  • ESRI ArcInfo
  • ERDAS ER Mapper
  • RockWare Geochemist's Workbench GWB
  • Data logger software
  • Midland Valley 3DMove
  • Geostatistics software GS+
  • Internet browser software
  • Shape software
  • Mistral AI (chat/models)
  • Well logging software
  • MJ Systems Logsleuth
  • Clover Technology GALENA
  • RockWare FIRSTPIX
  • Gemini (Google)
  • Landmark VIP
  • EasySolve Software SizePerm
  • ESRI ArcView
  • RockWare Potent
  • RockWare GRADIX
  • Nova (Amazon)
  • RockWare WinSism
  • Maptek Vulcan
  • RockWare GeoTrig
  • Intergraph ImageStation Stereo Softcopy Kit SSK
  • MySQL
  • RockWare Stratbugs
  • ChemStat
  • Bentley Systems gINT
  • Semantic Scholar AI
  • RockWare Erupt
  • PowerCAD
  • Geospatial data abstraction library GDAL
  • MapInfo Professional
  • EarthSoft EQuIS Geology
  • PaleoMag
  • MIT OASES
  • RockWare DepthCon2000
  • Consensus
  • Grok (xAI)
  • Adobe Acrobat
  • StrainSim
  • Microsoft Excel
  • PolyMap
  • TECHBASE
  • Microsoft Office software
  • Mistral (Mistral AI)
  • Upperspace ModelCAD
  • EarthWorks Downhole Explorer
  • Laboratory information management system LIMS
  • Geosoft DAP server
  • Geographic information system GIS software
  • Terrain surface mapping software
  • RockWare Visual STUNT
  • Geostatistical modeling GSTAT software
  • RockWare RockWorks
  • Earthworks MaxiPit
  • RockWare RockPack III
  • Scientific Software Group Infinite Extent
  • Evolution Computing FastCAD
  • RockWare ChemFlux
  • Paleontological Statistics PAST
  • Autodesk AutoCAD
  • Microsoft Outlook
  • Llama (Meta)
  • Upperspace DesignCAD
  • Solvcalv
  • Geographic information system GIS systems
  • Python
  • RSI interactive data language IDL software
  • Bilko
  • MICRODEM
  • National Geophysical Data Center GEODAS
  • Seismic visualization software
  • OriginLab Origin
  • GeoModel
  • Gemcom GEMS
  • SACLANTCEN
  • Landmark Graphics GeoGraphix
  • Claude (Anthropic)
  • Scientific Software Group FEFLOW
  • Schlumberger Inside Reality
  • ESRI ArcGIS software
  • MineSight
  • RockWare Grav2Dc
  • Alara CRystalView
  • Gemcom Surpac
  • Groundwater modeling system GMS
  • ACD Systems Canvas
  • Word processing software
  • Seismic Micro-Technology KINGDOM
  • Systat Software SigmaStat
  • Microsoft Project
  • NotebookLM (Google)
  • RockWare VEGO
  • Multivariate statistical program MVSP software
  • Scientific Software Group SVHeat
  • MineGeo software
  • Golden Software Surfer
  • Atoll GeoCAD
  • Git
  • Groundwater Vistas
  • Qwen (Alibaba)
  • IHS Energy PowerTools
  • Mapping software
  • Triton Elics International SeaClass
  • Field data recorder software
  • Rockware CrossLog
  • MHC Document Express
  • RockWare QuickSyn
  • IRIS Seismic Processing Workshop
  • Paradigm SKUA-GOCAD
  • The MathWorks MATLAB
  • Microsoft Access
  • ChatGPT (OpenAI)
  • Gresens 92
  • Scite AI
  • OpenOffice.org
  • Geographic resources analysis support system GRASS
  • CrystalMaker
  • Seismic interpretation software
  • Hydrogeology Basin2
  • Evolution Computing EasyCAD
  • BOSS Didger
  • Starpint Software Super Slug
  • Pocket magnetic susceptibility meters
  • Axes
  • Electronic bench scales
  • Mass spectrometers
  • Geophones
  • Illuminated microscopes
  • pH meters
  • Argon plasma atomic emission spectroscopes
  • Optical compound microscopes
  • Abney levels
  • Jaw crushers
  • Laboratory rock pulverizers
  • Stereo microscopes
  • Hand levels
  • Rock saws
  • Pry bars
  • Mobile wireless handheld communication devices
  • Dissolved oxygen meters
  • Portable organic vapor analyzers
  • Fusion fluxes
  • Underwater sediment bearing strength probes
  • Fume hoods
  • Motorized mortars/pestles
  • X ray diffractometers
  • Rotoevaporators
  • Altimeters
  • Large-format plotters
  • Centrifuges
  • Multibeam echosounders
  • Mapping scale sets
  • Protractors
  • Water current meters
  • Radiation detectors
  • Side scan sonars
  • Mainframe computers
  • Sediment piston corers
  • Laser rangefinders
  • Mapping dividers
  • X ray fluorescence spectrometers
  • Submicron particle size analyzers
  • Desktop computers
  • Tree corers
  • Geological compasses
  • Digital seismographs
  • Mercury analyzers
  • Dessicators
  • Pneumatic airscribes
  • Seismographs
  • Penetrometers
  • Tube samplers
  • Gamma ray scintillometers
  • Test sieves
  • Electron microprobes
  • Towed sonars
  • Clinometers
  • Reverse osmosis systems
  • Ion chromatographs
  • Crack hammers
  • Earth resistivity meters
  • Plankton nets
  • Gravity meters
  • Microscope slides
  • Global positioning system GPS receivers
  • Digitizing tablets
  • Digital alkalinity titrators
  • Stereoscopes
  • Rock chisels
  • Electrical conductivity cells
  • Echosounders
  • Long range radar equipment
  • Petrographic microscopes
  • Hand magnifying lenses
  • Microgravimeters
  • Rotary grinders
  • Sieve shakers
  • Scanners
  • Geological stratum compasses
  • Thermistor chains
  • Temperature profile recorders
  • Pocket transits
  • Personal computers
  • Soil samplers
  • Colorimeters
  • Sun compasses
  • Borehole cameras
  • Water level recorders
  • Ground penetrating radar GPR
  • Hydraulic earth drills
  • Soft face hammers
  • Drying ovens
  • X ray fluorescence XRF lead detectors
  • Total stations
  • Laser theodolites
  • Underwater cameras
  • Vertical sketchmasters
  • Powered rock-coring drills
  • Electrical conductivity meters
  • Planimeters
  • Seismic activity recorders
  • Computed tomography CT scanners
  • Automated core analysis systems
  • Impulse magnetizers
  • Sediment samplers
  • Chromatographic scanners
  • Sand grain size gauges
  • Atomic absorption AA spectrophotometers
  • Laser printers
  • Digital map measurers
  • High temperature laboratory ovens
  • Brunauer-Emmett-Teller BET surface area analyzers
  • Video microscopes
  • Ultraviolet UV lamps
  • Soil augers
  • Mechanical earth drills
  • Digital cameras
  • Triple beam balances
  • Bottom sampling equipment
  • Magnetic susceptibility/anisotropy systems
  • Short-range radar equipment
  • Geo/paleo picks
  • Rock picks
  • Roto torque mixers
  • Winches
  • Thermal specimen demagnitizers
  • Analog map measurers
  • Isodynamic separators
  • Alternating field demagnitizers
  • Electron microscopes
  • Tubular water samplers
  • Rangefinders
  • Magnetic susceptibility/temperature systems
  • Biological dredges
  • Chisel hammers
  • Degaussing wands
  • Core splitters
  • Agitators
  • Microsplitters
  • Rock magnetometers
  • Gamma ray spectrometers
  • Digitizers
  • Polarizing microscopes
  • Notebook computers
  • Electronic toploading balances
  • Vibrating sample magnetometers
  • Magnetic susceptibility measurement systems
  • Ultrasonic sieve cleaners
  • Seismic stations
  • Carbon analyzers
  • Fluid inclusion microscopes
  • Cathodoluminescence scopes
  • All terrain vehicles ATV
  • Water sampler bottles
  • One-atmosphere furnaces