Will AI replace Middle School Teachers, Except Special and Career/Technical Education?
Work in Middle School Teachers, Except Special and Career/Technical Education sits in the in-between: AI reaches some of it (~35% in theory) but is only measured doing about 30% today — part human, part machine.
O*NET-SOC 25-2022
How your 34 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a moderate share of this job's tasks (~35%). By late 2025, real-world AI use had caught up to about 30% of its task activity (already common). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
Don't trust a single AI-risk score here
For this job, the signals disagree sharply. AI's theoretical reach looks moderate (~35%), but real-world use is only ~30%, and how much AI "can" do shifts wildly by model — one 2026 study found the share of "high-risk" jobs swung 2.7% to 51.5% just by changing which AI did the rating. This page shows the spread instead of pretending there's one number.
See all 34 tasks, ratedBased on real task-level AI scores — click to collapse
- Establish clear objectives for all lessons, units, and projects, and communicate these objectives to students.
- Prepare reports on students and activities as required by administration.
- Prepare students for later grades by encouraging them to explore learning opportunities and to persevere with challenging tasks.
- Adapt teaching methods and instructional materials to meet students' varying needs and interests.
- Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.
- Prepare, administer, and grade tests and assignments to evaluate students' progress.
- Maintain accurate, complete, and correct student records as required by laws, district policies, and administrative regulations.
- Instruct through lectures, discussions, and demonstrations in one or more subjects, such as English, mathematics, or social studies.
- Use computers, audio-visual aids, and other equipment and materials to supplement presentations.
- Observe and evaluate students' performance, behavior, social development, and physical health.
- Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.
- Assign lessons and correct homework.
- Collaborate with other teachers and administrators in the development, evaluation, and revision of middle school programs.
- Assist students who need extra help, such as by tutoring and preparing and implementing remedial programs.
- Prepare for assigned classes and show written evidence of preparation upon request of immediate supervisors.
- Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.
- Attend professional meetings, educational conferences, and teacher training workshops to maintain and improve professional competence.
- Administer standardized ability and achievement tests, and interpret results to determine student strengths and needs.
- Organize and label materials and display students' work.
- Plan and supervise class projects, field trips, visits by guest speakers, or other experiential activities, and guide students in learning from such activities.
- Select, store, order, issue, and inventory classroom equipment, materials, and supplies.
- Establish and enforce rules for behavior and procedures for maintaining order among students.
- Prepare materials and classrooms for class activities.
- Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems.
- Guide and counsel students with adjustment or academic problems, or special academic interests.
- Enforce all administration policies and rules governing students.
- Meet with other professionals to discuss individual students' needs and progress.
- Meet or correspond with parents or guardians to discuss children's progress and to determine priorities and resource needs.
- Provide disabled students with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.
- Instruct and monitor students in the use and care of equipment and materials to prevent injury and damage.
- Perform administrative duties, such as school library assistance, hall and cafeteria monitoring, and bus loading and unloading.
- Attend staff meetings and serve on staff committees, as required.
- Coordinate and supervise extracurricular activities, such as clubs, student organizations, and academic contests.
- Organize and supervise games and other recreational activities to promote physical, mental, and social development.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.