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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

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

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

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

  • 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.

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

  • 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

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