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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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

  • 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.

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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