Mental Health and Substance Abuse Social Workers vs Rehabilitation Counselors AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Mental Health and Substance Abuse Social Workers

53 shared · 24 different

core competencies

medium risk

Rehabilitation Counselors

Side-by-Side Comparison

Mental Health and Substance Abuse Social Workers leads 5–0

Metric	Mental Health and Substance Abuse Social Workers	Rehabilitation Counselors
Risk Score	30.5%	34.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	42th	64th
Tasks at Risk (>50%)	6 / 13	7 / 15
Median Salary	$60,060	$46,110
Employment	126K	89K

Skill Comparison

Sorted by largest difference

Psychology

Sociology and Anthropology

Processing Information

Communicating with Supervisors, Peers, or Subordinates

Thinking Creatively

Resolving Conflicts and Negotiating with Others

Performing for or Working Directly with the Public

Interpreting the Meaning of Information for Others

Identifying Objects, Actions, and Events

Assisting and Caring for Others

Updating and Using Relevant Knowledge

Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Mental Health and Substance Abuse Social Workers

35%

total discount

Rehabilitation Counselors

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Rehabilitation Counselors

7 of 15 at risk

86%Prepare and maintain records and case files, including documentation such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.

84%Monitor and record clients' progress to ensure that goals and objectives are met.

82%Arrange for physical, mental, academic, vocational, and other evaluations to obtain information for assessing clients' needs and developing rehabilitation plans.

80%Arrange for on-site job coaching or assistive devices, such as specially equipped wheelchairs, to help clients adapt to work or school environments.

54%Locate barriers to client employment, such as inaccessible work sites, inflexible schedules, or transportation problems, and work with clients to develop strategies for overcoming these barriers.

Wage Comparison

Rehabilitation Counselors earns -$13,950(-23%) vs Mental Health and Substance Abuse Social Workers

Mental Health and Substance Abuse Social WorkersRehabilitation Counselors

10th

$39,620$34,480

25th

$46,550$38,700

Median

$60,060$46,110

75th

$78,980$59,040

90th

$104,130$77,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Mental Health and Substance Abuse Social Workers2028–2035

Rehabilitation Counselors2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Mental Health and Substance Abuse Social Workers

$41,724

from $60,060

Rehabilitation Counselors

$30,230

from $46,110

After adjusting for AI risk, Mental Health and Substance Abuse Social Workers offers $11,494 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Mental

Unique to Rehabilitation

Combined Protection Strategy

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

Creativity

Fine Manipulation

Social Intelligence

Decision Complexity

Mental Health and Substance Abuse Social WorkersRehabilitation Counselors

Find transitions from Mental Health and Substance Abuse Social Workers Find transitions from Rehabilitation Counselors