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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

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

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

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

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

  • 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.

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

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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