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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: 5/19/2026
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 more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
School psychologists are "Mostly Resilient" because the heart of their work — building trust with struggling kids, supporting families through tough moments, and making judgment calls in crisis situations — requires the kind of human empathy and accountability that AI simply can't replicate. AI is already stepping in to handle time-consuming paperwork like writing reports and drafting intervention plans, which actually frees up school psychologists to spend *more* time doing the human work that matters most.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is mostly resilient
School psychologists are "Mostly Resilient" because the heart of their work — building trust with struggling kids, supporting families through tough moments, and making judgment calls in crisis situations — requires the kind of human empathy and accountability that AI simply can't replicate. AI is already stepping in to handle time-consuming paperwork like writing reports and drafting intervention plans, which actually frees up school psychologists to spend *more* time doing the human work that matters most.
Read full analysisAnalysis of Current AI Resilience
School Psychologists
Updated Quarterly • Last Update: 5/14/2026

Right now, AI in school psychology is mostly an augmentation tool — it helps with the time-consuming paperwork so school psychologists can spend more time with students. The biggest wins are in writing psychoeducational reports and documentation. The NASP AI Task Force, which released guidance to the field, emphasizes that AI should streamline tasks like drafting emails, summarizing notes, or creating intervention plan drafts while practitioners maintain clinical judgment [1].
School-based mental health professionals are also using chatbots to quickly draft trauma-informed crisis lessons — for example, an Uncommon Schools regional director used an AI tool to co-create an age-appropriate lesson plan to help 4th graders welcome back a classmate after a house fire [2]. On the other hand, a recently published peer-reviewed perspective in Frontiers in Psychology argues the field faces a strategic choice between substitutive "automated therapists" and AI copilots that augment clinicians while preserving the relational and ethical core of the work [3]. Direct counseling, mandated reporting of abuse, and crisis response remain firmly human because they require empathy, judgment, and legal accountability that AI doesn't have — an IU School of Medicine psychiatrist warns that chatbots "have not been taught to reliably recognize safety concerns" and lack confidentiality guarantees [4].

Adoption is moving faster than people expected, mainly because school psychologists are stretched thin. Districts like Cincinnati Public Schools are proposing to cut a third of social workers, and Fairfield and New Richmond schools have already eliminated school psychologist positions after levies failed in May 2026 [5], which pushes remaining staff to look for time-saving tools. But adoption is slowed by serious ethical guardrails: a 2025 School Psychology Review article warns that AI systems can perpetuate bias in school psychology and require equitable, ethical implementation [6], and NASP's guidance requires FERPA/HIPAA-compliant vendors, informed consent, and disclosure when AI is used in evaluations [1].
The good news for students considering this career: the human parts of the job — building trust with kids, reading body language, supporting families through grief, and protecting children from harm — are exactly what AI can't do well, and they're becoming the most valuable part of the role.

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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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