Archivists, curators, and museum workers

What AI will never replace

A conservator physically stabilizes a crumbling 16th-century painting under a microscope, making irreversible decisions about solvent strength and brush pressure on original material that cannot be undone—one wrong move destroys the artifact permanently. Curators build exhibitions around a specific narrative argument, negotiating loans from rival institutions through personal relationships and persuading donors to fund a controversial show that challenges the public, which requires institutional knowledge and political savvy no AI possesses.

AI exposure: 6/10

This occupation is a hybrid of digital knowledge work and physical preservation. AI will significantly automate archival tasks like cataloging, metadata generation, and electronic record management, while also assisting curators with research and exhibit design. However, the physical requirements of handling artifacts, restoring delicate items, and managing in-person public interactions provide a substantial buffer against full automation.

AI advantage: 7/10

AI significantly enhances core knowledge tasks such as cataloging, metadata generation, and the transcription of historical documents, which are traditionally time-intensive. While physical conservation and exhibit installation remain manual, AI tools for research, digital archiving, and personalized visitor engagement create a substantial productivity gap between tech-forward institutions and traditional ones.

Job growth outlook: 7/10

AI will significantly expand the scope of this field by enabling the processing and cataloging of massive, previously inaccessible digital and physical archives through automated metadata generation and pattern recognition. While AI handles routine classification, it creates a surge in demand for human experts to oversee AI-driven restoration, verify historical authenticity in an age of deepfakes, and curate increasingly complex digital-physical hybrid exhibits.

Career details

• Typical education: See How to Become One
• Median annual pay: $57,100
• 10-year outlook: Faster than average