Will AI replace Career/Technical Education Teachers, Middle School?

What this score means

Career/Technical Education Teachers, Middle School leans toward the safer end for Education. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 31 out of 100 it scores 10 points below the Education average of 41. Across the 4 sources behind this baseline, individual estimates run from 20 to 42, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Career/Technical Education Teachers, Middle School, most central first, showing 12 of 31.

• 01Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.
• 02Prepare materials and classrooms for class activities.
• 03Adapt teaching methods and instructional materials to meet students' varying needs and interests.
• 04Establish and enforce rules for behavior and procedures for maintaining order among students.
• 05Establish clear objectives for all lessons, units, and projects, and communicate those objectives to students.
• 06Prepare students for later educational experiences by encouraging them to explore learning opportunities and to persevere with challenging tasks.
• 07Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.
• 08Instruct and monitor students in the use and care of equipment and materials to prevent injuries and damage.
• 09Assign and grade class work and homework.
• 10Enforce all administration policies and rules governing students.
• 11Prepare, administer, and grade tests and assignments to evaluate students' progress.
• 12Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Career/Technical Education Teachers, Middle School for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
• 03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 04AI Occupational Exposure to Language Modeling · 2023

Also covers

Agriscience Technology Instructor (Agriculture Science Technology Instructor) · Automotive Education Teacher · Business Education Teacher · Business Teacher · Career Discovery Teacher · Career Education Teacher · Career Technical Education Instructor · Career and Technology Education Teacher (CTE Teacher) and related titles

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