Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

56.3%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Special Education Teachers, Preschool

They support young children with disabilities by creating fun learning activities and helping them develop important skills in a caring environment.

This role is evolving

The career of a preschool special education teacher is labeled as "Evolving" because AI tools are starting to help with some routine tasks like grading and paperwork, which frees teachers to spend more time with kids. However, the essential human skills like understanding children's feelings, building trust, and creating personalized learning strategies are still irreplaceable.

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Learn more about how you can thrive in this position

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Chat with Coach
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This role is evolving

The career of a preschool special education teacher is labeled as "Evolving" because AI tools are starting to help with some routine tasks like grading and paperwork, which frees teachers to spend more time with kids. However, the essential human skills like understanding children's feelings, building trust, and creating personalized learning strategies are still irreplaceable.

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Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Stable iconStable

90.6%

90.6%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

39.3%

39.3%

Anthropic's Economic Index

Evolving iconEvolving

50.5%

50.5%

Will Robots Take My Job

Automation Resilience

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Stable iconStable

91.3%

91.3%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

1.4%

Growth Percentile:

35.3%

Annual Openings:

2,100

Annual Openings Pct:

22.3%

Analysis of Current AI Resilience

Preschool Special Ed. Teacher

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

In preschool special education, most teaching tasks still rely on people. For example, storytime can be helped by technology – today families use audiobooks and smart speakers (like Alexa) to read to kids, and one report notes voice devices make it “easier than ever for kids to have access” to stories [1]. Researchers have even tried friendly robots (like the NAO robot) to tell stories or help with games in class, finding that young children “responded and engaged positively” when a robot narrated a book [2].

These tools can add fun and extra support, but they don’t do everything a teacher does. Robots and apps lack human warmth, and they still need a teacher to explain things and handle kids’ feelings.

Other key duties – like working with colleagues to design or update preschool programs – are mostly untouched by AI. Those jobs need human judgment and teamwork. Right now, AI mainly helps with routine paperwork or planning, not creative lesson design.

For example, experts note that some software can “automate routine tasks like grading and data entry” or even “draft reports” (such as special-education plans), which frees teachers to spend more time with students [2] [2]. But the critical parts of teaching – reading children’s cues, encouraging them gently, and inventing new ways to help each child learn – remain firmly in the hands of actual teachers.

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AI Adoption

AI in the real world

Whether preschool classrooms start using AI tools quickly or slowly will depend on many factors. Availability and cost: Easy features like text-to-speech readers or voice apps already exist (many tablets and browsers can “read aloud” text), but specialized tools for young kids can be expensive. In one survey, teachers said robot tutors sounded promising but worried about “financial costs and limited teacher knowledge” of how to use them [2]. Schools have tight budgets, so pricey robots and software take time to adopt.

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More Career Info

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

95% Resilience

Collaborate with other teachers or administrators to develop, evaluate, or revise preschool programs.

2

90% Resilience

Communicate nonverbally with children to provide them with comfort, encouragement, or positive reinforcement.

3

90% Resilience

Establish and communicate clear objectives for all lessons, units, and projects to students, parents, or guardians.

4

90% Resilience

Observe and evaluate students' performance, behavior, social development, and physical health.

5

90% Resilience

Administer tests to help determine children's developmental levels, needs, or potential.

6

85% Resilience

Attend to children's basic needs by feeding them, dressing them, or changing their diapers.

7

85% Resilience

Encourage students to explore learning opportunities or persevere with challenging tasks to prepare them for later grades.

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.

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