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Automation Risk Analysis

Will “Exploration Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Exploration 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%

“Exploration 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.

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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

  • Analyze and interpret geological data, using computer software.

Technologies & Software

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