The tasks · Geography Teachers, PostsecondarySOC 25-1064.00
Research, writing, and publicationWhat can do this →
88% · agentMostly automatable
Course materials developmentWhat can do this →
85% · agentMostly automatable
Geographic data analysis and GIS modelingWhat can do this →
82% · agentMostly automatable
Grant proposal writingWhat can do this →
80% · agentMostly automatable
Student records and enrollment administrationWhat can do this →
78% · agentMostly automatable
Lecture delivery and classroom teachingWhat can do this →
18% · you keepBarely automatable
The team5 agents · 4 need no setup
Research & Publication Agent
Microsoft Word · Google Docs · Web
● No integration needed
Course Materials Agent
Microsoft PowerPoint · Microsoft Word · Google Docs
● No integration needed
GIS Analysis Agent
ESRI ArcGIS software · Microsoft Excel · The MathWorks MATLAB
● No integration needed
Grant Writing Agent
Microsoft Word · Google Docs · Web
● No integration needed
Student Records Agent
Microsoft Excel · Learning management system LMS · Blackboard Learn
Needs Learning Management System (Blackboard/Desire2Learn/Sakai)
You keep this
Deliver lectures and facilitate live classroom discussionsEvaluate and grade student work with pedagogical judgmentSupervise student research, internships, and laboratory fieldworkServe on committees and own departmental leadership decisions
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.
