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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

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

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

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

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

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

  • 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.

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

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

  • 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 data, using computer software.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • Locate potential sources of geothermal energy.

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

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

  • Identify possible sites for carbon sequestration projects.

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

  • 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.

Technologies & Software

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