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Automation Risk Analysis

Will “Consultant Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Consultant 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%

“Consultant 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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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 possible sites for carbon sequestration projects.

  • 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.

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

Technologies & Software

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