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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

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

  • 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.

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

  • Analyze and interpret geological data, using computer software.

  • 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.

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

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

  • Identify possible sites for carbon sequestration projects.

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

  • Locate potential sources of geothermal energy.

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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