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Automation Risk Analysis

Will “Service Hydrologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Service Hydrologist” 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%

“Service Hydrologist” 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.

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

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

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

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

  • Conduct wind assessment, integration, or validation studies.

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

  • Develop and deliver training on weather topics.

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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