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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

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

  • Develop and deliver training on weather topics.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • Conduct wind assessment, integration, or validation studies.

Technologies & Software

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