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Automation Risk Analysis

Will “Geomagnetist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Geomagnetist” 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%

“Geomagnetist” 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

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

  • 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.

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

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

  • Locate potential sources of geothermal energy.

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

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

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

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

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

  • Identify possible sites for 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.

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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