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Automation Risk Analysis

Will “Weatherman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Weatherman” 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%

“Weatherman” 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

  • Develop and deliver training on weather topics.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

Technologies & Software

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