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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

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

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

  • 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.

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

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

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

  • Develop and deliver training on weather topics.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

  • 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.

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

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

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

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

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

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

Technologies & Software

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