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Automation Risk Analysis

Will “Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“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%

“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

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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • Develop and deliver training on weather topics.

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

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

Technologies & Software

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