Takeover Tracker

29%medium risk
School Psychologists
vs

52 shared · 23 different

core competencies

Side-by-Side Comparison

MetricSchool PsychologistsSpecial Education Teachers, Middle School
Risk Score29.1%25.0%
Risk TierMedium RiskLow Risk
Risk Percentile34th20th
Tasks at Risk (>50%)6 / 153 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Therapy and Counseling
Provide Consultation and Advice to Others
Psychology
Sociology and Anthropology
Getting Information
Developing Objectives and Strategies
Processing Information
Customer and Personal Service
Oral Comprehension
Social PerceptivenessAI-Resistant
Judging the Qualities of Things, Services, or People
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

School Psychologists

35%

total discount

Special Education Teachers, Middle School

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

School Psychologists

6 of 15 at risk
85%Maintain student records, including special education reports, confidential records, records of services provided, and behavioral data.
78%Refer students and their families to appropriate community agencies for medical, vocational, or social services.
72%Report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.
62%Attend workshops, seminars, or professional meetings to remain informed of new developments in school psychology.
53%Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.

Special Education Teachers, Middle School

3 of 15 at risk
84%Maintain accurate and complete student records, and prepare reports on children and activities, as required by laws, district policies, and administrative regulations.
55%Modify the general education curriculum for special-needs students based upon a variety of instructional techniques and instructional technology.
53%Develop or write Individualized Education Programs (IEPs) for students.
47%Observe and evaluate students' performance, behavior, social development, and physical health.
43%Develop and implement strategies to meet the needs of students with a variety of handicapping conditions.

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