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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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

  • 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.

  • 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.

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

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

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

  • Develop and deliver training on weather topics.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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