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Automation Risk Analysis

Will “Weather Anchor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Weather Anchor” 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%

“Weather Anchor” 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

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

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

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

  • Develop and deliver training on weather topics.

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

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

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

  • 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.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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