Healthcare Social Workers vs Educational, Guidance, School, and Vocational Counselors AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Healthcare Social Workers

62 shared · 13 different

core competencies

low risk

Educational, Guidance, School, and Vocational Counselors

Side-by-Side Comparison

Educational, Guidance, School, and Vocational Counselors leads 4–1

Metric	Healthcare Social Workers	Educational, Guidance, School, and Vocational Counselors
Risk Score	30.2%	22.9%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	40th	14th
Tasks at Risk (>50%)	4 / 15	3 / 15
Median Salary	$68,090	$65,140
Employment	186K	342K

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

Healthcare Social Workers

35%

total discount

Educational, Guidance, School, and Vocational Counselors

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Educational, Guidance, School, and Vocational Counselors earns -$2,950(-4%) vs Healthcare Social Workers

Healthcare Social WorkersEducational, Guidance, School, and Vocational Counselors

10th

$45,030$43,580

25th

$55,360$51,690

Median

$68,090$65,140

75th

$83,410$83,490

90th

$100,870$105,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Healthcare Social Workers2028–2035

Educational, Guidance, School, and Vocational Counselors2028–2035

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%)

Healthcare Social Workers

$47,527

from $68,090

Educational, Guidance, School, and Vocational Counselors

$50,236

from $65,140

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

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Healthcare

Unique to Educational,

Combined Protection Strategy

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

Regulatory Barriers

Social Intelligence

Decision Complexity

Creativity

Healthcare Social WorkersEducational, Guidance, School, and Vocational Counselors

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