What is changing
Teachers are already using AI, mostly to win back time. In a 2025 Gallup and Walton Family Foundation survey of more than 2,200 public school teachers, 60% had used an AI tool during the school year, and those who used one every week saved an average of 5.9 hours a week, about six weeks over a school year. Only one teacher in five worked at a school with an AI policy, and teachers at those schools saved more time than teachers at schools without one.
The jobs picture here is shaped more by enrollment than by AI. Public school enrollment is projected to decline, and small declines are projected for teachers and teacher assistants. In libraries the change is sharper: library technicians and assistants are projected to decline 7% as checkouts, catalogs and routine questions move online. Meanwhile, every workplace needs people who can teach adults to use new tools, and training and development specialists are projected to grow about 11%.
What AI changes, and what stays yours
| Role | What AI changes | What stays yours |
|---|---|---|
| Teacher | Practice sheets at several levels, quiz drafts, feedback drafts, family notes, translation | Knowing each child, the lesson in the room, grades, every call to a family |
| Teacher assistant | Reading support materials, progress logs, translated notes | The small group, the student who needs a person beside them |
| School office staff | Attendance calls, enrollment forms, schedules, family questions | The worried parent, the exception, student privacy |
| Librarian | Catalog records, reading lists, program flyers, grant drafts | Helping a person find what they really need, judging sources, the community |
| Library assistant | Checkouts, holds, routine questions, shelving lists | The patron who needs help with a form or a computer |
| Tutor | Practice problems, progress tracking, session plans | Spotting where a student is stuck and keeping them going |
| Adult education or ESL teacher | Lessons at many levels, conversation practice, translation | Trust with adult learners, the lesson that fits their real lives |
| Corporate trainer | Course outlines, slides, quizzes, practice scenarios | What people need to learn and whether they learned it |
Checking out books by hand, answering the same questions at a desk, typing schedules and forms, and building every worksheet from scratch are shrinking. If those tasks fill most of your day, start now on the parts of your work that rest on people and judgment. If you are a library assistant, a teacher assistant or school office staff, your school or library will need people who can help teachers, patrons and families use these tools well. Learn them first, and you become that person.
The Decision Line
Student privacy sets the line. The federal student privacy law known as FERPA protects education records, so student names, grades and records go only into tools your school or district has approved. Libraries have long protected what patrons borrow and read, and that duty stays with the library whatever tools it uses.
Within those rules, AI can draft the lesson, sort the scores, translate the note and build the reading list. Grades, discipline, what a child needs, what goes in a student's record and every conversation with a family stay with the educator.
Try a request for your role
Pick the role closest to yours. Copy the request into any AI assistant you are allowed to use, fill in the parts in brackets with your own material, and leave out anything private.
Student and patron names, grades and records go only into tools your school, district or library has approved. Check every fact and date before you use the answer. Steps that put things on your calendar may need a paid plan or a linked calendar; if you do not have one, add them yourself from the list. The check-in line keeps you in control: Before you start, ask me any questions you have. Then tell me in a few lines how you plan to do this, and wait for my OK.
Where this work can grow
The first new job is usually your own, grown. A teacher who plans well with an AI assistant often ends up showing colleagues how. Beyond that, two directions suit people from this field.
Training and development specialist
Companies and agencies need people who can teach adults new tools and new ways of working. Teachers, librarians and assistants already know how to explain things to people who are nervous about learning.
School or library AI guide
Most schools do not have an AI policy yet. Schools and libraries will need people to set up approved tools, train staff and help families. This is a new direction without a job count yet, and it suits teacher assistants, office staff and library assistants who learn the tools early.
Sources
- Walton Family Foundation, The AI Dividend, Gallup and Walton Family Foundation teacher survey (June 2025): waltonfamilyfoundation.org
- The 74, Survey: 60% of teachers used AI this year: the74million.org
- U.S. Bureau of Labor Statistics, Library Technicians and Assistants: bls.gov
- U.S. Bureau of Labor Statistics, Education, Training, and Library Occupations: bls.gov