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Automation Risk Analysis

Will “Atmospheric Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Atmospheric Scientist” 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%

“Atmospheric Scientist” 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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

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

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

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

  • Develop and deliver training on weather topics.

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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