Takeover Tracker
31%medium risk
Mental Health and Substance Abuse Social Workers
vs

65 shared · 15 different

core competencies

30%medium risk
Healthcare Social Workers

Side-by-Side Comparison

MetricMental Health and Substance Abuse Social WorkersHealthcare Social Workers
Risk Score30.5%30.2%
Risk TierMedium RiskMedium Risk
Risk Percentile42th40th
Tasks at Risk (>50%)6 / 134 / 15
Median Salary$60,060$68,090
Employment126K186K

Skill Comparison

|

Sorted by largest difference

Processing Information
Training and Teaching Others
Performing Administrative Activities
Guiding, Directing, and Motivating Subordinates
English Language
Coordinating the Work and Activities of Others
Education and Training
Performing for or Working Directly with the Public
Developing and Building Teams
Monitor Processes, Materials, or Surroundings
Communicating with Persons Outside Organization
MonitoringAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Mental Health and Substance Abuse Social Workers

35%

total discount

Healthcare Social Workers

35%

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.

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 +$8,030(+13%) vs Mental Health and Substance Abuse Social Workers
Mental Health and Substance Abuse Social WorkersHealthcare Social Workers
10th
$39,620$45,030
25th
$46,550$55,360
Median
$60,060$68,090
75th
$78,980$83,410
90th
$104,130$100,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Mental Health and Substance Abuse Social Workers2028–2035
Healthcare Social Workers2028–2035
20242030203520402045

Healthcare Social Workers 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%)

Mental Health and Substance Abuse Social Workers

$41,724

from $60,060

Healthcare Social Workers

$47,527

from $68,090

After adjusting for AI risk, Healthcare Social Workers offers $5,803 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Mental

0

Unique to Healthcare

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Creativity
Decision Complexity
Mental Health and Substance Abuse Social WorkersHealthcare Social Workers
Find transitions from Mental Health and Substance Abuse Social WorkersFind transitions from Healthcare Social Workers