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Automation Risk Analysis

Will “Meteorological Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Meteorological Engineer” 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%

“Meteorological Engineer” 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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Develop and deliver training on weather topics.

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

  • 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.

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

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

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

  • 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.

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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

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

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

Technologies & Software

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