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Automation Risk Analysis

Will “Environmental Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Environmental Engineer” 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 Engineer” 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 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.

  • Analyze and interpret geological data, using computer software.

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

  • Locate potential sources of geothermal energy.

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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