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Automation Risk Analysis

Will “Project Geophysicist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Project 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%

“Project 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

  • 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.

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

  • Identify possible sites for carbon sequestration projects.

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

  • Analyze and interpret geological data, using computer software.

  • Locate potential sources of geothermal energy.

  • 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.

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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