The tasks · Atmospheric and Space ScientistsSOC 19-2021.00
Develop and run weather/climate models and forecastsWhat can do this →
88% · agentMostly automatable
Analyze environmental and climate data setsWhat can do this →
87% · agentMostly automatable
Prepare weather reports, maps, graphics, and scientific articles
86% · agentMostly automatable
82% · agentMostly automatable
Broadcast weather forecasts and warnings to public via mediaWhat can do this →
42% · you keepPartly automatable
Collect atmospheric samples and measurements in fieldWhat can do this →
18% · you keepBarely automatable
The team4 agents · 4 need no setup
Climate modeling agent
Python · The MathWorks MATLAB · R
● No integration needed
Environmental data analysis agent
Python · R · Microsoft Excel
● No integration needed
Weather reporting agent
Microsoft Word · Microsoft PowerPoint · Adobe Photoshop
● No integration needed
Meteorological programming agent
Python · C++ · Structured query language SQL
● No integration needed
You keep this
Deliver live weather broadcasts and public presentations as the authoritative voiceConduct physical field measurements and sample collection in atmosphere/oceanOwn final forecast decisions and severe weather warnings with public safety accountabilityDirect forecasting operations and manage staff at weather stations or broadcast facilities
Automatability scores estimate how much of a task an agent can reliably do today, grounded in O*NET task data. They are not predictions of job loss.
Start with these three
The most automatable work in this job, and the one tool we would use for each. Every task has a page of its own with the reasoning and every occupation that does it.
