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Automation Risk Analysis

Will “Climate Change Risk Assessor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Climate Change Risk Assessor” 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%

“Climate Change Risk Assessor” 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.

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

  • 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.

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

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

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

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

  • Develop and deliver training on weather topics.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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