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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

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

  • Develop and deliver training on weather topics.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

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

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

  • 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.

  • 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.

Technologies & Software

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