Honest assessment of AI's impact on this career
The librarian role is evolving from information gatekeeper to community educator and digital literacy guide. AI changes the tools, not the mission.
With a risk score of 5/10, librarian faces moderate disruption from AI. Parts of the role are being automated, but the human elements remain essential. The key is actively evolving your skillset to focus on the higher-value work that AI can't do.