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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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

  • 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.

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

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

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

  • Develop and deliver training on weather topics.

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

  • 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 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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