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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

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

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

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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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