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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

  • Locate potential sources of geothermal energy.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Analyze and interpret geological data, using computer software.

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

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

  • Identify possible sites for carbon sequestration projects.

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

  • 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.

  • 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.

Technologies & Software

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