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

Job 1

Job 2

Job 1

Job 2

low risk

Educational, Guidance, School, and Vocational Counselors

53 shared · 20 different

core competencies

medium risk

Child, Family, and School Social Workers

Side-by-Side Comparison

Educational, Guidance, School, and Vocational Counselors leads 5–0

Metric	Educational, Guidance, School, and Vocational Counselors	Child, Family, and School Social Workers
Risk Score	22.9%	31.7%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	14th	49th
Tasks at Risk (>50%)	3 / 15	5 / 15
Median Salary	$65,140	$58,570
Employment	342K	383K

Skill Comparison

Sorted by largest difference

Provide Consultation and Advice to Others

Therapy and Counseling

Customer and Personal Service

Scheduling Work and Activities

Guiding, Directing, and Motivating Subordinates

Analyzing Data or Information

Interpreting the Meaning of Information for Others

Coaching and Developing Others

Judging the Qualities of Things, Services, or People

Monitor Processes, Materials, or Surroundings

Training and Teaching Others

Active Listening

Protective Factors

Higher values indicate stronger protection against AI displacement

Educational, Guidance, School, and Vocational Counselors

35%

total discount

Child, Family, and School 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.

Child, Family, and School Social Workers

5 of 15 at risk

86%Maintain case history records and prepare reports.

86%Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.

86%Collect supplementary information needed to assist client, such as employment records, medical records, or school reports.

84%Arrange for medical, psychiatric, and other tests that may disclose causes of difficulties and indicate remedial measures.

51%Address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.

Wage Comparison

Child, Family, and School Social Workers earns -$6,570(-10%) vs Educational, Guidance, School, and Vocational Counselors

Educational, Guidance, School, and Vocational CounselorsChild, Family, and School Social Workers

10th

$43,580$40,580

25th

$51,690$47,480

Median

$65,140$58,570

75th

$83,490$74,060

90th

$105,870$94,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Educational, Guidance, School, and Vocational Counselors2028–2035

Child, Family, and School Social Workers2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Educational, Guidance, School, and Vocational Counselors

$50,236

from $65,140

Child, Family, and School Social Workers

$40,021

from $58,570

After adjusting for AI risk, Educational, Guidance, School, and Vocational Counselors offers $10,215 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Educational,

Unique to Child,

Combined Protection Strategy

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

Regulatory Barriers

Fine Manipulation

Decision Complexity

Creativity

Educational, Guidance, School, and Vocational CounselorsChild, Family, and School Social Workers

Find transitions from Educational, Guidance, School, and Vocational Counselors Find transitions from Child, Family, and School Social Workers