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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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The AI Resilience Report is a project from CareerVillage®, a registered 501(c)(3) nonprofit.
Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
Teachers and Instructors, All Other are somewhat less resilient to AI impacts than most occupations, according to our analysis of 4 sources.
Teaching specialty subjects is labeled "Somewhat Resilient" because AI is genuinely changing how this work gets done — even if it's not replacing teachers outright. Right now, AI is taking over time-consuming tasks like lesson planning, creating practice activities, and translating materials, which means the job is shifting rather than disappearing.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is somewhat resilient
Teaching specialty subjects is labeled "Somewhat Resilient" because AI is genuinely changing how this work gets done — even if it's not replacing teachers outright. Right now, AI is taking over time-consuming tasks like lesson planning, creating practice activities, and translating materials, which means the job is shifting rather than disappearing.
Read full analysisAnalysis of Current AI Resilience
Teachers & Instructors
Updated Quarterly • Last Update: 5/14/2026

Right now, AI is mostly augmenting specialty teachers and instructors — not replacing them. According to the EdWeek Research Center, the percentage of teachers who are using AI-driven tools in their classrooms nearly doubled between 2023 and 2025, with 61% saying they used the technology in their work in 2025, up from 34% in 2023. Researchers from RAND similarly report that in 2025, 54 percent of students and 53 percent of English language arts, math, and science teachers indicated that they used AI for school — increases of more than 15 percentage points compared with survey results in the past one to two years [1].
Teachers in specialty subjects (think art, music, world languages, robotics, or career and technical education) are using these tools mainly for planning lessons, creating differentiated practice activities, giving feedback on student drafts, and translating materials for English learners. As one expert told EdWeek, "AI is increasingly seen as a high-value tool for planning, differentiation, and feedback". The OECD's Digital Education Outlook 2026 [2] frames generative AI as a teammate alongside teachers rather than a substitute, because the heart of teaching — motivating students, reading the room, and mentoring — still needs a human.

Adoption is moving fast but unevenly. On the "fast" side, AI is now baked into the everyday tools teachers already use: "AI is now embedded in common tools — teachers don't have to go looking for it," with companies like Canva, Google, Kahoot!, Khan Academy, and Microsoft adding generative AI features. Training is also scaling up — ISTE+ASCD announced a three-year partnership with Google to deliver AI literacy training to six million U.S. educators [3], and eSchoolNews predicts 2026 will be the year AI literacy becomes a core teacher skill [4].
On the "slow" side, schools have tight budgets, and policy is lagging: RAND found that as of spring 2025, only 35 percent of district leaders reported that they provide students with training on AI, and parents and students worry about academic honesty and critical-thinking skills. Ethical and legal concerns about student data, bias, and cheating mean districts are rolling AI out cautiously, especially for younger learners and in subjects where creativity and individual expression — like art, music, and language — are the whole point. The good news for anyone considering this career: human judgment, creativity, and connection with students are exactly the skills AI can't replicate, and they're becoming more valuable, not less.

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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.
Median Wage
$64,690
Jobs (2024)
153,800
Growth (2024-34)
-0.1%
Annual Openings
18,000
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034

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The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
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