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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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

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

  • 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.

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

  • 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.

  • Develop and deliver training on weather topics.

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

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

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

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

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

Technologies & Software

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