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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

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

  • 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.

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

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

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

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

  • 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.

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

  • 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.

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

Technologies & Software

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