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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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

  • Develop and deliver training on weather topics.

Technologies & Software

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