Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Teachers & Instructors:

47.7%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient teaching and instructing in specialized or non-traditional subjects is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For teachers and instructors in specialized areas, only four of the eight sources had data, which is why confidence sits at low-medium. The sources that did weigh in, including our AI Resilience Model, BLS Opportunity Score, Wage Bill, and Adaptive Capacity, all landed in the medium range. That consistency across all three dimensions keeps this career "Somewhat Resilient."

AI Resilience Report forTeachers and Instructors, All Other

$66,140 median salary•15,700 annual openings•SOC Code: 25-3099.00

Teachers and Instructors, All Other are somewhat less resilient to AI impacts than most occupations, according to our analysis of 4 sources.

This career is labeled "Somewhat Resilient" because AI is genuinely changing how specialized teachers do their work, even if it is not replacing them outright. The repetitive, time-consuming tasks like writing IEPs, lesson planning, and grading are being handed off to AI tools more and more, which means the job itself is shifting in real ways.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career is labeled "Somewhat Resilient" because AI is genuinely changing how specialized teachers do their work, even if it is not replacing them outright. The repetitive, time-consuming tasks like writing IEPs, lesson planning, and grading are being handed off to AI tools more and more, which means the job itself is shifting in real ways.

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Analysis of current AI resilience

Teachers & Instructors

Updated quarterly

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Latest AI news for Teachers & Instructors

These articles highlight the evolving role of educators in the age of AI, emphasizing the need for teachers to adapt and innovate. For instance, "Educators Should Help Shape AI Learning" discusses how teachers can collaborate with tech leaders to influence AI's integration in schools, ensuring it enhances education rather than disrupts it. Additionally, "Educating In The AI Era" calls for a redesign of traditional teaching models to better prepare students for a future intertwined with AI. Embracing these changes fosters AI resilience in teaching careers, empowering educators to thrive amidst technological advancements.

More Career Info

Career: Teachers and Instructors, All Other

They teach and guide students in special subjects or skills that don't fit into regular school classes, helping them learn and succeed in unique areas.

Employment & Wage Data

Median Wage

$66,140

Jobs (2025)

138,600

Growth (2025-35)

-0.2%

Annual Openings

15,700

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

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AI Resilience Report for Teachers and Instructors, All Other 2026