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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

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

  • Locate potential sources of geothermal energy.

  • Identify possible sites for 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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

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