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Automation Risk Analysis

Will “Warning Coordination Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Warning Coordination 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%

“Warning Coordination 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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Develop and deliver training on weather topics.

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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