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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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

  • 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.

  • Develop and deliver training on weather topics.

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

  • 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.

Technologies & Software

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