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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 review research articles or environmental, historical, or technical reports.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

  • Analyze and interpret geological data, using computer software.

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

  • 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.

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

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

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

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

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

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

  • 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.

Technologies & Software

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