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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

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

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

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

  • Analyze and interpret geological data, using computer software.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

  • 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 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.

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

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

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

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

Technologies & Software

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