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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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

  • Develop and deliver training on weather topics.

  • Conduct wind assessment, integration, or validation studies.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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