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Automation Risk Analysis

Will “Risk Assessor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #346 of 702. Estimated risk: 63.0%

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AI Exposure Risk

59%

“Risk Assessor” 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%

“Risk Assessor” 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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Analyze and interpret geological data, using computer software.

Technologies & Software

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