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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

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

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

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

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

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

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

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

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

  • Analyze and interpret geological data, using computer software.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Locate potential sources of geothermal energy.

  • 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.

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

  • 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.

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

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

  • 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 possible sites for carbon sequestration projects.

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

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

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

Technologies & Software

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