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Automation Risk Analysis

Will “Synoptic Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Synoptic 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%

“Synoptic 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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Develop and deliver training on weather topics.

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

Technologies & Software

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