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Automation Risk Analysis

Will “Environmental Protection 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 Protection 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 Protection 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

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

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

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

  • 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.

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

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

  • Analyze and interpret geological data, using computer software.

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

  • 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.

  • Identify possible sites for carbon sequestration projects.

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

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

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

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

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

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

Technologies & Software

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