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Automation Risk Analysis

Will “Development Geologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Development 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%

“Development 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 ways to capture or use gases burned off as waste during oil production processes.

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

  • Research geomechanical or geochemical processes to be used in 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.

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Analyze and interpret geological data, using computer software.

  • Identify possible sites for carbon sequestration projects.

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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