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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

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

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

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

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

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

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

  • Locate potential sources of geothermal energy.

  • 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.

  • 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.

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

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

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

Technologies & Software

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