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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.
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Last Update: 4/23/2026
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.
Med
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
School Psychologists are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
The career of a school psychologist is labeled as "Somewhat Resilient" because while AI can help with tasks like scoring tests and drafting reports, the core work of understanding and supporting students’ emotional and psychological needs still heavily relies on human empathy and judgment. AI tools are being adopted to manage routine paperwork, which can save time, but they cannot replace the crucial human connection and insight required in counseling.
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This role is somewhat resilient
The career of a school psychologist is labeled as "Somewhat Resilient" because while AI can help with tasks like scoring tests and drafting reports, the core work of understanding and supporting students’ emotional and psychological needs still heavily relies on human empathy and judgment. AI tools are being adopted to manage routine paperwork, which can save time, but they cannot replace the crucial human connection and insight required in counseling.
Read full analysisAnalysis of Current AI Resilience
School Psychologists
Updated Quarterly • Last Update: 2/17/2026

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.

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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They help students succeed by understanding their emotions, talking about their problems, and finding ways to improve their learning and well-being.
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
AI-generated estimates of task resilience over the next 3 years
Report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.
Refer students and their families to appropriate community agencies for medical, vocational, or social services.
Provide educational programs on topics such as classroom management, teaching strategies, or parenting skills.
Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.
Provide consultation to parents, teachers, administrators, and others on topics such as learning styles and behavior modification techniques.
Promote an understanding of child development and its relationship to learning and behavior.
Initiate and direct efforts to foster tolerance, understanding, and appreciation of diversity in school communities.
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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