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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

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

  • 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.

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

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

  • Conduct wind assessment, integration, or validation studies.

  • 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.

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

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

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

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

  • 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.

  • Develop and deliver training on weather topics.

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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

Technologies & Software

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