Will AI replace Career/Technical Education Teachers, Middle School?
Most of the work in Career/Technical Education Teachers, Middle School still leans on things AI struggles with — research rates its theoretical AI reach at only ~32%, and real-world use lower still.
O*NET-SOC 25-2023
How your 31 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 relatively low share of this job's tasks (~32%). By late 2025, real-world AI use had reached about 0% of its task activity (still rare). 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.
The signals here line up
Theoretical reach (~32%), real-world use (~0%) and the task-level picture mostly agree — so this read is more reliable than for jobs where the signals contradict each other. Even so, AI-risk estimates shift by model (a 2026 study saw the "high-risk" share swing 2.7%–51.5%), so treat these as directional, not destiny.
See all 31 tasks, ratedBased on real task-level AI scores — click to collapse
- Establish clear objectives for all lessons, units, and projects, and communicate those objectives to students.
- Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.
- Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.
- Prepare for assigned classes and show written evidence of preparation upon request of immediate supervisors.
- Prepare reports on students and activities as required by administration.
- Attend professional meetings, educational conferences, and teacher training workshops to maintain and improve professional competence.
- Adapt teaching methods and instructional materials to meet students' varying needs and interests.
- Assign and grade class work and homework.
- Prepare, administer, and grade tests and assignments to evaluate students' progress.
- Use computers, audio-visual aids, and other equipment and materials to supplement presentations.
- Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.
- Prepare and implement remedial programs for students requiring extra help.
- Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.
- Collaborate with other teachers and administrators in the development, evaluation, and revision of middle school programs.
- Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.
- Prepare materials and classrooms for class activities.
- Establish and enforce rules for behavior and procedures for maintaining order among students.
- Prepare students for later educational experiences by encouraging them to explore learning opportunities and to persevere with challenging tasks.
- Instruct and monitor students in the use and care of equipment and materials to prevent injuries and damage.
- Enforce all administration policies and rules governing students.
- Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems.
- Guide and counsel students with adjustments, academic problems, or special academic interests.
- Observe and evaluate students' performance, behavior, social development, and physical health.
- Select, store, order, issue, inventory, and maintain classroom equipment, materials, and supplies.
- Meet with parents and guardians to discuss their children's progress and to determine priorities for their children and their resource needs.
- Provide disabled students with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.
- Meet with other professionals to discuss individual students' needs and progress.
- Plan and supervise class projects, field trips, visits by guest speakers or other experiential activities, and guide students in learning from those activities.
- Attend staff meetings and serve on committees, as required.
- Sponsor extracurricular activities, such as clubs, student organizations, and academic contests.
- Perform administrative duties, such as school library assistance, hall and cafeteria monitoring, and bus loading and unloading.
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.