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Automation Risk Analysis

Will “Tornado Chaser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Tornado 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%

“Tornado 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

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

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

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

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

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

  • Develop and deliver training on weather topics.

  • 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.

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

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

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

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

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

  • 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.

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

  • 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.

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

  • 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.

  • 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.

Technologies & Software

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