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Automation Risk Analysis

Will “Research Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Research 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%

“Research 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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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