Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
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
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.
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 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 analysisContributing 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
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Low Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
School Psychologists
Updated Quarterly • Last Update: 2/17/2026

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.

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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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.
Serve as a resource to help families and schools deal with crises, such as separation and loss.
Initiate and direct efforts to foster tolerance, understanding, and appreciation of diversity in school communities.
Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.
Refer students and their families to appropriate community agencies for medical, vocational, or social services.
Provide consultation to parents, teachers, administrators, and others on topics such as learning styles and behavior modification techniques.
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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