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Automation Risk Analysis

Will “Storm Chaser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Storm Chaser” 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%

“Storm Chaser” 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.

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

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

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

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

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

  • 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.

  • 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.

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

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

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

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

  • 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.

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

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

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

  • Develop and deliver training on weather topics.

  • 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.

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

Technologies & Software

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