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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

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

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

  • 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.

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

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

  • 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.

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

  • Identify possible sites for carbon sequestration projects.

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

  • Analyze and interpret geological data, using computer software.

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

  • 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.

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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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