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Automation Risk Analysis

Will “Oceanographic Meteorologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Oceanographic Meteorologist” 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%

“Oceanographic Meteorologist” 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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Develop and deliver training on weather topics.

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

  • Conduct wind assessment, integration, or validation studies.

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

  • 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.

  • 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.

  • 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.

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

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

Technologies & Software

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