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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

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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

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

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

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

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

  • Develop and deliver training on weather topics.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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