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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

  • 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.

  • 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.

  • 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.

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

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

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

  • Locate potential sources of geothermal energy.

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

  • 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.

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

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

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

  • 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.

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

  • Analyze and interpret geological data, using computer software.

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

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

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

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

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

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

  • 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.

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

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

  • Identify possible sites for carbon sequestration projects.

  • 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.

Technologies & Software

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