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Automation Risk Analysis

Will “Space Operations Officer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #371 of 702. Estimated risk: 67.0%

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AI Exposure Risk

61%

“Space Operations Officer” 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%

“Space Operations Officer” 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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Conduct wind assessment, integration, or validation studies.

  • Develop and deliver training on weather topics.

  • 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.

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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