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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

  • Analyze and interpret geological data, using computer software.

  • 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.

  • 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.

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

  • 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.

  • 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.

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

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

  • Identify possible sites for carbon sequestration projects.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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