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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

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

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • Locate potential sources of geothermal energy.

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

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

  • Identify possible sites for carbon sequestration projects.

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

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

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

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

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

Technologies & Software

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