Somewhat Resilient

Last Update: 11/4/2026

AI Resilience Score for School Psychologists:

45.3%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient school psychology work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For school psychologists, all nine sources had data, but AI exposure split sharply: Anthropic and Will Robots Take My Job saw the human connection as hard to replace, while Microsoft, OpenAI Signals, and Google ATLAS flagged meaningful AI overlap, so confidence lands at medium-high. Weak hiring outlook pulled the score down, leaving school psychologists "Somewhat Resilient."

AI Resilience Report forSchool Psychologists

$95,990 median salary•3,400 annual openings•SOC Code: 19-3034.00

School Psychologists are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

School psychologists are labeled "Somewhat Resilient" because AI is genuinely changing how a meaningful chunk of their daily work gets done, particularly time-consuming tasks like writing reports, generating recommendations, and summarizing student data. These routine paperwork tasks are being augmented quickly, which means psychologists who adapt and learn to use these tools will likely work faster and handle heavier caseloads.

Learn more about how you can thrive in this position

This role is somewhat resilient

School psychologists are labeled "Somewhat Resilient" because AI is genuinely changing how a meaningful chunk of their daily work gets done, particularly time-consuming tasks like writing reports, generating recommendations, and summarizing student data. These routine paperwork tasks are being augmented quickly, which means psychologists who adapt and learn to use these tools will likely work faster and handle heavier caseloads.

Read full analysis

Analysis of current AI resilience

School Psychologists

Updated quarterly

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Latest AI news for School Psychologists

These articles highlight essential insights for future school psychologists navigating the evolving role of AI. The APA survey shows that while over half of psychologists are using AI, many express concerns about data privacy and ethical implications, emphasizing the need for school psychologists to be vigilant and informed. The article on AI dependency discusses how generative AI can affect students' motivation, stressing the importance of understanding its psychological impact. Embracing AI resilience will empower school psychologists to support students effectively while addressing the challenges posed by AI in educational settings.

More Career Info

Career: School Psychologists

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

Alternate Titles

Bilingual School Psychologist · Early Intervention School Psychologist · School Neuropsychologist · School Psychometrist · Autism Consultant · Challenging Behavior Consultant · Educational Diagnostician

Employment & Wage Data

Median Wage

$95,990

Jobs (2025)

64,000

Growth (2025-35)

+0.8%

Annual Openings

3,400

Education

Master's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

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

1

95% ResilienceCore Task

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

2

93% ResilienceCore Task

Counsel children and families to help solve conflicts and problems in learning and adjustment.

3

92% ResilienceCore Task

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

4

90% 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

88% ResilienceCore Task

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

6

88% ResilienceCore Task

Collaborate with other educational professionals to develop teaching strategies and school programs.

7

87% ResilienceCore Task

Design classes and programs to meet the needs of special students.

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.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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