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Automation Risk Analysis

Will “Engineering Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Engineering 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%

“Engineering 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

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

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Locate potential sources of geothermal energy.

  • 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.

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

  • 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.

Technologies & Software

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