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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

  • Identify possible sites for carbon sequestration projects.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Locate potential sources of geothermal energy.

  • Analyze and interpret geological data, using computer software.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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