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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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

  • 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.

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

  • 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.

  • Analyze and interpret geological data, using computer software.

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

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

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

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

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

Technologies & Software

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