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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 applied software for the analysis and interpretation of geological data.

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

  • 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.

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Identify possible sites for carbon sequestration projects.

  • Analyze and interpret geological data, using computer software.

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

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

Technologies & Software

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