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Automation Risk Analysis

Will “Marine Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Marine 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%

“Marine 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.

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

  • Identify possible sites for carbon sequestration projects.

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

  • Locate potential sources of geothermal energy.

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

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

Technologies & Software

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