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Automation Risk Analysis

Will “Weather Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Weather Analyst” 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 Analyst” 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

  • 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.

  • 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.

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

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

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

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

  • Develop and deliver training on weather topics.

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

  • 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.

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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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