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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 possible sites for carbon sequestration projects.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Locate potential sources of geothermal energy.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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