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Automation Risk Analysis

Will “Project Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Project 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%

“Project 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

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

  • 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.

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

  • 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 data, using computer software.

  • 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 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.

Technologies & Software

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