Educational, Guidance, School, and Vocational Counselors vs Mental Health and Substance Abuse Social Workers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Educational, Guidance, School, and Vocational Counselors

55 shared · 19 different

core competencies

medium risk

Mental Health and Substance Abuse Social Workers

Side-by-Side Comparison

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

Metric	Educational, Guidance, School, and Vocational Counselors	Mental Health and Substance Abuse Social Workers
Risk Score	22.9%	30.5%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	14th	42th
Tasks at Risk (>50%)	3 / 15	6 / 13
Median Salary	$65,140	$60,060
Employment	342K	126K

Skill Comparison

Sorted by largest difference

Psychology

Customer and Personal Service

Scheduling Work and Activities

Training and Teaching Others

Sociology and Anthropology

Guiding, Directing, and Motivating Subordinates

Provide Consultation and Advice to Others

Communicating with Persons Outside Organization

Interacting With Computers

Getting Information

Coaching and Developing Others

Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Educational, Guidance, School, and Vocational Counselors

35%

total discount

Mental Health and Substance Abuse 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.

Mental Health and Substance Abuse Social Workers

6 of 13 at risk

76%Refer patient, client, or family to community resources for housing or treatment to assist in recovery from mental or physical illness, following through to ensure service efficacy.

69%Monitor, evaluate, and record client progress with respect to treatment goals.

67%Assist clients in adhering to treatment plans, such as setting up appointments, arranging for transportation to appointments, or providing support.

54%Modify treatment plans according to changes in client status.

51%Increase social work knowledge by reviewing current literature, conducting social research, or attending seminars, training workshops, or classes.

Wage Comparison

Mental Health and Substance Abuse Social Workers earns -$5,080(-8%) vs Educational, Guidance, School, and Vocational Counselors

Educational, Guidance, School, and Vocational CounselorsMental Health and Substance Abuse Social Workers

10th

$43,580$39,620

25th

$51,690$46,550

Median

$65,140$60,060

75th

$83,490$78,980

90th

$105,870$104,130

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Educational, Guidance, School, and Vocational Counselors2028–2035

Mental Health and Substance Abuse Social Workers2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Educational, Guidance, School, and Vocational Counselors

$50,236

from $65,140

Mental Health and Substance Abuse Social Workers

$41,724

from $60,060

After adjusting for AI risk, Educational, Guidance, School, and Vocational Counselors offers $8,512 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Educational,

Unique to Mental

Combined Protection Strategy

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

Regulatory Barriers

Decision Complexity

Social Intelligence

Creativity

Educational, Guidance, School, and Vocational CounselorsMental Health and Substance Abuse Social Workers

Find transitions from Educational, Guidance, School, and Vocational Counselors Find transitions from Mental Health and Substance Abuse Social Workers