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Automation Risk Analysis

Will “Broadcast Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Broadcast 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%

“Broadcast 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

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

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

  • 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.

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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • 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.

  • Develop and deliver training on weather topics.

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

  • 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.

Technologies & Software

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