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Automation Risk Analysis

Will “Geophysical Prospector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Geophysical Prospector” 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%

“Geophysical Prospector” 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

  • 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.

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

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

  • Locate potential sources of geothermal energy.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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 data, using computer software.

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

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

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

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

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

  • 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.

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

Technologies & Software

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