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Automation Risk Analysis

Will “Geophysicist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Geophysicist” 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%

“Geophysicist” 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 review research articles or environmental, historical, or technical reports.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Analyze and interpret geological data, using computer software.

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

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

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

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

Technologies & Software

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