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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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

Technologies & Software

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