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Automation Risk Analysis

Will “Oceanographic Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Oceanographic Meteorologist” 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 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“Oceanographic Meteorologist” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Atmospheric and Space Scientists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Investigate atmospheric phenomena and interpret meteorological data, gathered by surface and air stations, satellites, and radar to prepare reports and forecasts for public and other uses. Includes weather analysts and forecasters whose functions require the detailed knowledge of meteorology.

Avg. Annual Salary $103,980
Avg. Hourly Wage $49.99
Available Jobs (US) 8,780
Job Title & Hierarchy Code (SOC) Atmospheric and Space Scientists #19-2021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Atmospheric and Space Scientists”

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Core Skills & Abilities

  • Interpret data, reports, maps, photographs, or charts to predict long- or short-range weather conditions, using computer models and knowledge of climate theory, physics, and mathematics.

  • Consult with other offices, agencies, professionals, or researchers regarding the use and interpretation of climatological information for weather predictions and warnings.

  • Measure wind, temperature, and humidity in the upper atmosphere, using weather balloons.

  • Formulate predictions by interpreting environmental data, such as meteorological, atmospheric, oceanic, paleoclimate, climate, or related information.

  • Teach college-level courses on topics such as atmospheric and space science, meteorology, or global climate change.

  • Broadcast weather conditions, forecasts, or severe weather warnings to the public via television, radio, or the Internet or provide this information to the news media.

  • Analyze climate data sets, using techniques such as geophysical fluid dynamics, data assimilation, or numerical modeling.

  • Research the impact of industrial projects or pollution on climate, air quality, or weather phenomena.

  • Collect air samples from planes or ships over land or sea to study atmospheric composition.

  • Design or develop new equipment or methods for meteorological data collection, remote sensing, or related applications.

  • Gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.

  • Develop and deliver training on weather topics.

  • Estimate or predict the effects of global warming over time for specific geographic regions.

  • Conduct numerical simulations of climate conditions to understand and predict global or regional weather patterns.

  • Develop computer programs to collect meteorological data or to present meteorological information.

  • Prepare scientific atmospheric or climate reports, articles, or texts.

  • Conduct wind assessment, integration, or validation studies.

  • Direct forecasting services at weather stations or at radio or television broadcasting facilities.

  • Speak to the public to discuss weather topics or answer questions.

  • Create visualizations to illustrate historical or future changes in the Earth's climate, using paleoclimate or climate geographic information systems (GIS) databases.

  • Analyze historical climate information, such as precipitation or temperature records, to help predict future weather or climate trends.

  • Prepare weather reports or maps for analysis, distribution, or use in weather broadcasts, using computer graphics.

  • Perform managerial duties, such as creating work schedules, creating or implementing staff training, matching staff expertise to situations, or analyzing performance of offices.

  • Develop or use mathematical or computer models for weather forecasting.

  • Conduct meteorological research into the processes or determinants of atmospheric phenomena, weather, or climate.

  • Prepare forecasts or briefings to meet the needs of industry, business, government, or other groups.

  • Apply meteorological knowledge to issues such as global warming, pollution control, or ozone depletion.

Technologies & Software

  • Mistral AI (chat/models)
  • SVRPLOT
  • Unidata Gempak Analysis and Rendering Program GARP
  • Microsoft Office software
  • Systat Software SigmaPlot
  • C++
  • VorTek Site Assessment of Tornado Threat SATT
  • SatView
  • Aninoquisi MesoTRAC
  • Unidata McIDAS-X
  • Baron Volumetric Imaging and Processing of Integrated Radar VIPIR
  • Cave5D
  • Baron Services FasTrac
  • Grid analysis and display system GrADS
  • Mesoscale modeling software
  • Cisco IOS
  • AccuWeather Galileo
  • Word processing software
  • Facebook
  • Social media sites
  • Microsoft PowerPoint
  • WSI Titan
  • ESRI ArcInfo
  • Gemini (Google)
  • PC Weather Products HURRTRAK
  • WSI TrueView Professional
  • Microsoft Outlook
  • Perplexity AI
  • Wind flow modeling software
  • Air quality modeling software
  • Claude (Anthropic)
  • Gemini for Workspace
  • Structured query language SQL
  • Maplesoft Maple
  • Grok (xAI)
  • Microsoft Paint
  • Microsoft Access
  • Elicit
  • ESRI ArcView
  • Adobe Photoshop
  • Unidata Integrated Data Viewer IDV
  • Qwen (Alibaba)
  • SAS
  • Consensus
  • Lakes Environmental Software WRPLOT View
  • Mistral (Mistral AI)
  • Unidata GEMPAK
  • QuarkXPress
  • Ferret
  • Software development tools
  • Microsoft Windows
  • Interactive radar analysis software IRAS
  • Perl
  • Microsoft Word
  • Formula translation/translator FORTRAN
  • UNIX
  • Linux
  • Wolfram Research Mathematica
  • The MathWorks MATLAB
  • Systat Software SigmaStat
  • Flow Analysis Software Toolkit FAST
  • Nova (Amazon)
  • Environmental Research Services RAOB
  • Semantic Scholar AI
  • Microsoft Excel
  • Python
  • WINGRIDDS
  • ITT Visual Information Solutions ENVI
  • STATISTICA
  • Vis5d+
  • Scite AI
  • Advanced Visual Systems AVS/Express
  • R
  • Kimi (Moonshot AI)
  • Llama (Meta)
  • IBM SPSS Statistics
  • ChatGPT (OpenAI)
  • Image editing software
  • Apple Final Cut Pro
  • NotebookLM (Google)
  • DeepSeek
  • Analog anemometers
  • Graphic tablets
  • Weather observation stations
  • Surface temperature probes
  • Psychrometers
  • Desktop computers
  • Tipping bucket rain gauges
  • Weather balloons
  • Personal computers
  • Air temperature thermometers
  • Two way radios
  • Doppler radar equipment
  • Laptop computers
  • Light meters
  • Air quality samplers
  • Hygrometers
  • Soil temperature probes
  • Whirling hygrometers
  • Rain gauges
  • Digital anemometers
  • Solarimeters
  • Relative humidity gauges
  • Storm chase vehicles
  • Radiosonde launchers
  • Next Generation Weather Radar NEXRAD
  • Mercury barometers
  • Temperature and humidity data loggers