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.
High
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, Preschool are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Special education teachers for preschoolers are "Mostly Resilient" because the heart of this job — comforting little kids, building trust with families, and providing the hands-on care and play that young children need to grow — simply can't be done by AI. The physical and emotional work, like feeding, diapering, and connecting with a child who has special needs, will always require a warm, patient human presence.
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 mostly resilient
Special education teachers for preschoolers are "Mostly Resilient" because the heart of this job — comforting little kids, building trust with families, and providing the hands-on care and play that young children need to grow — simply can't be done by AI. The physical and emotional work, like feeding, diapering, and connecting with a child who has special needs, will always require a warm, patient human presence.
Read full analysisAnalysis of Current AI Resilience
Preschool Special Ed. Teacher
Updated Quarterly • Last Update: 5/14/2026

Right now, AI is mostly being used to augment preschool special education teachers, not replace them. The biggest impact is on paperwork. According to the Center for Democracy and Technology's 2026 brief [1], nearly 60% of special education teachers reported using AI to develop an IEP or Section 504 plan during the 2024-25 school year — an 18-percentage-point jump from the previous year.
Teachers say the main benefit is time savings [2], with one estimate suggesting weekly AI users can save up to six weeks over a school year. The Council for Exceptional Children [3] notes that AI is helping teachers differentiate instruction, use text-to-speech and speech-to-text for students with reading and writing disabilities, and add captioning or translation. For the specific task of talking with parents, AI now helps draft progress summaries and translate communications — but the actual meetings, plus diapering, feeding, and comforting little kids, remain fully human jobs.

Adoption is moving fast for back-office work because tools like ChatGPT are cheap, easy to use, and address a real pain point: severe special educator shortages and burnout [4]. However, The Conversation reports [5] that many educators are experimenting without strong guidance on the effects. Adoption will likely stay slow for hands-on classroom work because of legal, ethical, and developmental concerns.
The Institute for Child Success warns [6] that young children need hands-on, direct experiences to build knowledge, and AI can supplement but not replace play, hands-on exploration, or in-person education from teachers; over-dependence on AI may impede children's ability to develop empathy and face-to-face communication. The good news: the warmth, patience, and trust that preschool special educators bring are exactly the human skills AI cannot copy — so your future job is about partnering with these tools, not competing with them.

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 support young children with disabilities by creating fun learning activities and helping them develop important skills in a caring environment.
Median Wage
$62,190
Jobs (2024)
29,300
Growth (2024-34)
+1.4%
Annual Openings
2,100
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
Attend to children's basic needs by feeding them, dressing them, or changing their diapers.
Communicate nonverbally with children to provide them with comfort, encouragement, or positive reinforcement.
Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, or social skills, to preschool students with special needs.
Arrange indoor or outdoor space to facilitate creative play, motor-skill activities, or safety.
Confer with parents, guardians, teachers, counselors, or administrators to resolve students' behavioral or academic problems.
Establish and communicate clear objectives for all lessons, units, and projects to students, parents, or guardians.
Instruct and monitor students in the use and care of equipment or materials to prevent injuries and damage.
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.