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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

  • 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.

  • 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.

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

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

  • 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.

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

  • Analyze and interpret geological data, using computer software.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

  • Locate potential sources of geothermal energy.

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

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

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

Technologies & Software

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