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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 strategies for more environmentally friendly resource extraction and reclamation.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Identify possible sites for carbon sequestration projects.

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

  • 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.

  • Locate potential sources of geothermal energy.

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

  • Analyze and interpret geological data, using computer software.

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

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

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

Technologies & Software

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