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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.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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 strategies for more environmentally friendly resource extraction and reclamation.

  • 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 data, using computer software.

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

  • 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.

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

  • Locate potential sources of geothermal energy.

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

  • 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.

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

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

  • 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.

Technologies & Software

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