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Automation Risk Analysis

Will “Micro Paleontologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Micro Paleontologist” 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%

“Micro Paleontologist” 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

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

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

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

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

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

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

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

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

  • Locate potential sources of geothermal energy.

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

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

  • Analyze and interpret geological data, using computer software.

  • 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.

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

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

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

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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