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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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

  • 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.

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

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

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

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

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

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

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

  • Identify possible sites for 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, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos.

  • 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.

  • Analyze and interpret geological data, using computer software.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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