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Automation Risk Analysis

Will “Seismologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Seismologist” 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%

“Seismologist” 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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

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

  • 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.

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

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

Technologies & Software

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