Occupation baseline · Research consensus
Will AI replace School Psychologists?
Baseline AI displacement risk for School Psychologists, aggregated from 6 research sources.
What this score means
School Psychologists sits in the middle of the exposure range for Research & Science. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 46 out of 100 it scores 7 points above the Research & Science average of 39. Across the 6 sources behind this baseline, individual estimates run from 23 to 70, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for School Psychologists, most central first, showing 12 of 19.
- 01Compile and interpret students' test results, along with information from teachers and parents, to diagnose conditions and to help assess eligibility for special services.
- 02Maintain student records, including special education reports, confidential records, records of services provided, and behavioral data.
- 03Report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.
- 04Select, administer, and score psychological tests.
- 05Interpret test results and prepare psychological reports for teachers, administrators, and parents.
- 06Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.
- 07Develop individualized educational plans in collaboration with teachers and other staff members.
- 08Counsel children and families to help solve conflicts and problems in learning and adjustment.
- 09Collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.
- 10Provide consultation to parents, teachers, administrators, and others on topics such as learning styles and behavior modification techniques.
- 11Collaborate with other educational professionals to develop teaching strategies and school programs.
- 12Design classes and programs to meet the needs of special students.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 6 research sources that scored School Psychologists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 04Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 05GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 06AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace School Psychologists?
- Published research puts School Psychologists at 46 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for School Psychologists?
- Only partly. Individual estimates for School Psychologists run from 23 to 70 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which research & science roles face similar AI exposure?
- The closest published research & science roles to School Psychologists by score are Historians (46/100), Social Scientists and Related Workers, All Other (46/100), and Industrial-Organizational Psychologists (47/100). Each has its own page with the research behind its number.
Also covers
Area School Psychologist · Assessment Specialist · Autism Consultant · Behavior Specialist · Behavioral Analyst · Behavioral Specialist · Bilingual School Psychologist · Certified School Psychologist and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More research & science occupations
- Industrial-Organizational Psychologists47/100
- Historians46/100
- Social Scientists and Related Workers, All Other46/100
- Animal Scientists45/100
- Bioinformatics Scientists45/100
- Chemists45/100
- Materials Scientists45/100
- Atmospheric and Space Scientists44/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.