Takeover Tracker
29%medium risk
School Psychologists
vs

63 shared · 14 different

core competencies

Side-by-Side Comparison

MetricSchool PsychologistsHealthcare Social Workers
Risk Score29.1%30.2%
Risk TierMedium RiskMedium Risk
Risk Percentile34th40th
Tasks at Risk (>50%)6 / 154 / 15
Median SalaryN/A$68,090
EmploymentN/A186K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Analyzing Data or Information
Processing Information
MathematicsAI-Vulnerable
Interpreting the Meaning of Information for Others
Therapy and Counseling
Performing for or Working Directly with the Public
Evaluating Information to Determine Compliance with Standards
Assisting and Caring for Others
Provide Consultation and Advice to Others
Education and Training
Performing Administrative Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

School Psychologists

35%

total discount

Healthcare Social Workers

35%

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.

Healthcare Social Workers

4 of 15 at risk
87%Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.
85%Refer patient, client, or family to community resources to assist in recovery from mental or physical illness and to provide access to services such as financial assistance, legal aid, housing, job placement or education.
63%Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.
53%Modify treatment plans to comply with changes in clients' status.
47%Plan discharge from care facility to home or other care facility.

Wage Comparison

School PsychologistsHealthcare Social Workers
10th
N/A$45,030
25th
N/A$55,360
Median
N/A$68,090
75th
N/A$83,410
90th
N/A$100,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

School Psychologists20282035
Healthcare Social Workers20282035
20242030203520402045

School Psychologists has a longer runway before significant displacement, projected 0 years later than Healthcare Social Workers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to School

0

Unique to Healthcare

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Regulatory Barriers
Decision Complexity
Social Intelligence
Creativity
School PsychologistsHealthcare Social Workers