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Automation Risk Analysis

Will “Computer Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Computer 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%

“Computer 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

  • 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.

  • 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.

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

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

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

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

  • Develop and deliver training on weather topics.

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

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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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