CLOSE
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.
Navigate your career with your free AI Career Coach. Research-backed, designed with career experts.
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%).
Low
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.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
Special Education Teachers, Middle School are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Special education teachers for middle schoolers are labeled "Somewhat Resilient" because AI is already meaningfully changing a big part of the job — especially the paperwork side, like writing IEPs and tracking student progress — with nearly 60% of special ed teachers already using AI for those tasks. That shift frees up time for the deeply human work of teaching, mentoring, and building trust with students who have complex needs, which AI simply can't replicate.
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
Special education teachers for middle schoolers are labeled "Somewhat Resilient" because AI is already meaningfully changing a big part of the job — especially the paperwork side, like writing IEPs and tracking student progress — with nearly 60% of special ed teachers already using AI for those tasks. That shift frees up time for the deeply human work of teaching, mentoring, and building trust with students who have complex needs, which AI simply can't replicate.
Read full analysisAnalysis of Current AI Resilience
Middle School Special Ed Teacher
Updated Quarterly • Last Update: 5/14/2026

Right now, AI is mostly augmenting — not replacing — middle school special education teachers, with the biggest changes happening in paperwork. According to K-12 Dive reporting on a Center for Democracy and Technology study [1], nearly 60% of special education teachers used AI to develop an IEP or Section 504 plan during the 2024-25 school year — an 18-percentage-point jump from the previous year — and teachers who use AI weekly may save up to six weeks over a school year. The Council for Exceptional Children explains that AI can help reduce administrative burdens [2] like tracking IEP goals, collecting data, and completing documentation, freeing teachers to focus on explicit instruction, relationships, and individualized support.
EdTech Magazine [3] describes AI tools that analyze whether a student has mastered a learning objective and flag exactly where they're struggling, so teachers can target reteaching faster. The teaching, mentoring, and relationship-building tasks at the heart of the job remain very human.

Adoption is moving quickly because tools like Magic School AI and Playground IEP are already commercially available, cheap compared to teacher time, and helpful in a profession facing serious shortages. But it's also slowing down for important reasons. Education Week [4] reports that only two states (Ohio and Tennessee) require districts to create AI policies, and Georgia's guidance specifically warns educators not to use AI for "high-stakes" purposes like IEPs.
Disability Scoop [5] notes families worry AI feels disconnected from a child's individual needs, and RAND researchers [6] found that while AI usage in schools jumped sharply in 2024–2025, only 45% of principals report having AI policies and just 22% of teachers received training on AI risks like bias or inaccuracy. The bottom line: AI is becoming a powerful assistant for paperwork, but the empathy, judgment, and human connection special educators bring to students and families remain irreplaceable — and increasingly valuable.

Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.
They help middle school students with learning or developmental challenges by creating individualized lesson plans and providing support to help them succeed in school.
Median Wage
$64,880
Jobs (2024)
94,800
Growth (2024-34)
-1.9%
Annual Openings
6,300
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Prepare, administer, and grade tests and assignments to evaluate students' progress.
Perform administrative duties such as assisting in school libraries, hall and cafeteria monitoring, and bus loading and unloading.
Plan and supervise class projects, field trips, visits by guest speakers, or other experiential activities, and guide students in learning from those activities.
Establish and enforce rules for behavior and policies and procedures to maintain order among students.
Supervise, evaluate, and plan assignments for teacher assistants and volunteers.
Provide interpretation and transcription of regular classroom materials through Braille and sign language.
Teach socially acceptable behavior, employing techniques such as behavior modification and positive reinforcement.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

© 2026 CareerVillage.org. All rights reserved.
The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
Built with ❤️ by Sandbox Web
The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.