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Automation Risk Analysis

Will “Hurricane Tracker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Hurricane Tracker” 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%

“Hurricane Tracker” 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

  • 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.

  • 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.

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

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

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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