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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

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

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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

  • 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.

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

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

  • Analyze and interpret geological data, using computer software.

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

Technologies & Software

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