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Automation Risk Analysis

Will “Geomorphologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Geomorphologist” 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%

“Geomorphologist” 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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

  • Identify possible sites for carbon sequestration projects.

  • Analyze and interpret geological data, using computer software.

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

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

Technologies & Software

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