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Automation Risk Analysis

Will “Climatologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Climatologist” 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%

“Climatologist” 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

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

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

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

  • 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.

  • Develop and deliver training on weather topics.

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Conduct wind assessment, integration, or validation studies.

Technologies & Software

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