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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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

  • Develop and deliver training on weather topics.

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

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

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

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

Technologies & Software

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