Takeover Tracker
23%low risk
Educational, Guidance, School, and Vocational Counselors
vs

62 shared · 13 different

core competencies

30%medium risk
Healthcare Social Workers

Side-by-Side Comparison

MetricEducational, Guidance, School, and Vocational CounselorsHealthcare Social Workers
Risk Score22.9%30.2%
Risk TierLow RiskMedium Risk
Risk Percentile14th40th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$65,140$68,090
Employment342K186K

Skill Comparison

|

Sorted by largest difference

Psychology
Customer and Personal Service
Scheduling Work and Activities
Developing Objectives and Strategies
Sociology and Anthropology
Analyzing Data or Information
Speech Recognition
Therapy and Counseling
Interpreting the Meaning of Information for Others
Interacting With Computers
Law and Government
Systems AnalysisAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Educational, Guidance, School, and Vocational Counselors

35%

total discount

Healthcare Social Workers

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Educational, Guidance, School, and Vocational Counselors

3 of 15 at risk
86%Review transcripts to ensure that students meet graduation or college entrance requirements and write letters of recommendation.
85%Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.
53%Refer students to degree programs based on interests, aptitudes, or educational assessments.
44%Counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.
42%Teach classes and present self-help or information sessions on subjects related to education and career planning.

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

Healthcare Social Workers earns +$2,950(+5%) vs Educational, Guidance, School, and Vocational Counselors
Educational, Guidance, School, and Vocational CounselorsHealthcare Social Workers
10th
$43,580$45,030
25th
$51,690$55,360
Median
$65,140$68,090
75th
$83,490$83,410
90th
$105,870$100,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Educational, Guidance, School, and Vocational Counselors2028–2035
Healthcare Social Workers2028–2035
20242030203520402045

Educational, Guidance, School, and Vocational Counselors has a longer runway before significant displacement, projected 0 years later than Healthcare Social Workers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Educational, Guidance, School, and Vocational Counselors

$50,236

from $65,140

Healthcare Social Workers

$47,527

from $68,090

After adjusting for AI risk, Educational, Guidance, School, and Vocational Counselors offers $2,709 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Educational,

0

Unique to Healthcare

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Creativity
Educational, Guidance, School, and Vocational CounselorsHealthcare Social Workers
Find transitions from Educational, Guidance, School, and Vocational CounselorsFind transitions from Healthcare Social Workers