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Automation Risk Analysis

Will “Hydrometeorological Technician (Hydrometeorological Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Hydrometeorological Technician (Hydrometeorological Tech)” 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%

“Hydrometeorological Technician (Hydrometeorological Tech)” 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.

  • 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.

  • 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.

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

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

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

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

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

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

  • Develop and deliver training on weather topics.

  • 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.

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

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

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

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

  • 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.

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

  • Conduct wind assessment, integration, or validation studies.

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

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

  • 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.

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

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

Technologies & Software

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