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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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

  • Analyze and interpret geological data, using computer software.

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

  • Locate potential sources of geothermal energy.

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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