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Automation Risk Analysis

Will “Environmental Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Environmental Geologist” 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%

“Environmental Geologist” 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 data, using computer software.

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

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

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

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

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

  • 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.

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

Technologies & Software

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