BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

53.1%

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.

Summary

The career of a school psychologist is labeled as "Evolving" because AI is starting to help with routine tasks like summarizing data and drafting parts of reports, but it can't replace the human touch needed for understanding and supporting students. While AI tools can make paperwork faster, school psychologists still need to use their judgment, empathy, and communication skills to help students and families.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info

Summary

The career of a school psychologist is labeled as "Evolving" because AI is starting to help with routine tasks like summarizing data and drafting parts of reports, but it can't replace the human touch needed for understanding and supporting students. While AI tools can make paperwork faster, school psychologists still need to use their judgment, empathy, and communication skills to help students and families.

Read full analysis

Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

92.5%

92.5%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

29.4%

29.4%

Anthropic's Economic Index

Evolving iconEvolving

50.5%

50.5%

Will Robots Take My Job

Automation Resilience

Learn about this score
Stable iconStable

73.0%

73.0%

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:

3.8

Annual Openings Pct:

32.9%

Analysis of Current AI Resilience

School Psychologists

Updated Quarterly • Last Update: 11/21/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Today, most work of school psychologists still relies on human judgment. Computers can help with routine parts but don’t replace the person in charge. For example, standardized tests often use digital scoring software, and some psychologists use AI tools to draft parts of reports or sort data [1].

However, a recent survey found these tools are only helpers: practitioners still review everything themselves and worry about errors or unfairness [1] [1]. Key duties – like selecting the right test for a child, watching how a student behaves in class, and talking with parents – remain very human. O*NET notes school psychologists must interpret results, write detailed reports, and counsel students and families [2] [2], tasks that need empathy and context.

In practice, AI hasn’t “taken over” these roles. Schools might keep data in computer systems, but deciding a child’s needs or planning help is still done by people [3] [1]. In short, current AI can handle some paperwork (like summarizing data), but it can’t replace the caring relationships and deep understanding that school psychologists bring.

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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

75% ResilienceCore Task

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

2

75% ResilienceCore Task

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

3

65% ResilienceCore Task

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

4

65% ResilienceCore Task

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

5

65% ResilienceCore Task

Promote an understanding of child development and its relationship to learning and behavior.

6

65% ResilienceCore Task

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

7

65% ResilienceCore Task

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

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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