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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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

  • Identify possible sites for carbon sequestration projects.

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

  • 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.

Technologies & Software

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