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Automation Risk Analysis

Will “Atmospheric Chemist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Atmospheric Chemist” 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%

“Atmospheric Chemist” 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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Develop and deliver training on weather topics.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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