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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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

  • 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.

  • Analyze and interpret geological data, using computer software.

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

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

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

  • 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.

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

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

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

  • Locate potential sources of geothermal energy.

  • 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.

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

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

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

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

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

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

Technologies & Software

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