Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

54.8%

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

School Psychologists

They help students succeed by understanding their emotions, talking about their problems, and finding ways to improve their learning and well-being.

This role is evolving

The career of a school psychologist is labeled as "Evolving" because AI is starting to assist with tasks like test scoring and report writing, making these parts of the job quicker and easier. However, the critical work of understanding and supporting students still needs human empathy and clinical judgment, which AI can't replicate.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
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Analysis
Chat
News
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This role is evolving

The career of a school psychologist is labeled as "Evolving" because AI is starting to assist with tasks like test scoring and report writing, making these parts of the job quicker and easier. However, the critical work of understanding and supporting students still needs human empathy and clinical judgment, which AI can't replicate.

Read full analysis

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
Evolving iconEvolving

48.0%

48.0%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

29.4%

29.4%

Anthropic's Observed Exposure

AI Resilience

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Stable iconStable

72.8%

72.8%

Will Robots Take My Job

Automation Resilience

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Stable iconStable

76.1%

76.1%

Althoff & Reichardt

Economic Growth

Learn about this score
Evolving iconEvolving

45.2%

45.2%

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):

0.7%

Growth Percentile:

30.1%

Annual Openings:

3,800

Annual Openings Pct:

32.9%

Analysis of Current AI Resilience

School Psychologists

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Computers already help with some school psychologist tasks, but most core work stays human. For example, computerized tests can score answers quickly: one study found a computer-based screening test for children’s behavior used fewer questions and gave instant results [1]. Psychologists also use software for scoring and record-keeping – the U.S. job database notes that “test scoring software” and electronic student-record systems are common tools [2].

Lately, AI chatbots and programs are being tried for report writing and analysis. In surveys, over half of school psychologists said they used AI to generate recommendations or draft reports [3] [4]. These tools can save time on paperwork, but they don’t do everything.

Experts emphasize that “technology cannot replace the human connection and clinical judgment” needed in schools [5]. In short, routine data tasks (like scoring tests or formatting reports) are becoming more automated or computer-assisted, but understanding a child’s needs and counseling families still rely on human empathy and skill.

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AI Adoption

AI in the real world

How quickly schools use AI depends on many factors. There is reason to adopt it: most districts are very short-staffed (often 1,000+ students per psychologist, far above the recommended 500–700) [5], so tools that save time are welcome. Psychologists who use AI report saving a few hours per week on tasks like writing evaluations [3], and common AI tools (like chatbots) are easy and cheap to try.

On the other hand, schools are cautious because of privacy and trust concerns. Students’ records must stay confidential, and few districts have clear AI policies or training yet [3]. Many psychologists say they double-check AI’s suggestions and only about half completely trust the results [4].

Because mental health work is sensitive, adoption will likely be gradual. The hope is that, with honest rules and good oversight, AI will handle the busywork, freeing school psychologists to spend more time with students [3].

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More Career Info

Career: School Psychologists

Employment & Wage Data

Median Wage

$86,930

Jobs (2024)

67,200

Growth (2024-34)

+0.7%

Annual Openings

3,800

Education

Master's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

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

1

90% ResilienceCore Task

Report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.

2

90% ResilienceCore Task

Serve as a resource to help families and schools deal with crises, such as separation and loss.

3

90% ResilienceCore Task

Initiate and direct efforts to foster tolerance, understanding, and appreciation of diversity in school communities.

4

85% ResilienceCore Task

Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.

5

85% ResilienceCore Task

Refer students and their families to appropriate community agencies for medical, vocational, or social services.

6

80% ResilienceCore Task

Provide consultation to parents, teachers, administrators, and others on topics such as learning styles and behavior modification techniques.

7

80% ResilienceCore Task

Provide educational programs on topics such as classroom management, teaching strategies, or parenting skills.

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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