Educational Instruction and Library Worker

All educational instruction and library workers not listed separately.

AI will likely automate routine tasks such as data entry, scheduling, and basic information retrieval for these workers. This shift will require them to develop new skills in managing AI tools, utilizing AI for advanced research or content creation, and focusing more on complex problem-solving and direct human interaction. Roles may evolve to prioritize tasks requiring critical thinking and empathy.