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Automation Risk Analysis

Will “Marine Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Marine 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%

“Marine 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

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

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

  • 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.

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

  • 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.

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

  • Develop and deliver training on weather topics.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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