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Automation Risk Analysis

Will “Physical Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Physical 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%

“Physical 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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Develop and deliver training on weather topics.

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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