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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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

Technologies & Software

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