Takeover Tracker
30%medium risk
Healthcare Social Workers
vs

56 shared · 23 different

core competencies

30%medium risk
Marriage and Family Therapists

Side-by-Side Comparison

MetricHealthcare Social WorkersMarriage and Family Therapists
Risk Score30.2%30.3%
Risk TierMedium RiskMedium Risk
Risk Percentile40th40th
Tasks at Risk (>50%)4 / 153 / 15
Median Salary$68,090$63,780
Employment186K66K

Skill Comparison

|

Sorted by largest difference

Communicating with Persons Outside Organization
Guiding, Directing, and Motivating Subordinates
Developing Objectives and Strategies
English Language
Coordinating the Work and Activities of Others
Interpreting the Meaning of Information for Others
Education and Training
Sociology and Anthropology
Performing Administrative Activities
Systems AnalysisAI-Augmented
Thinking Creatively
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Healthcare Social Workers

35%

total discount

Marriage and Family Therapists

36%

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.

Marriage and Family Therapists

3 of 15 at risk
86%Maintain case files that include activities, progress notes, evaluations, and recommendations.
72%Provide instructions to clients on how to obtain help with legal, financial, and other personal issues.
53%Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues.
43%Ask questions that will help clients identify their feelings and behaviors.
43%Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, or financial difficulties.

Wage Comparison

Marriage and Family Therapists earns -$4,310(-6%) vs Healthcare Social Workers
Healthcare Social WorkersMarriage and Family Therapists
10th
$45,030$42,610
25th
$55,360$48,600
Median
$68,090$63,780
75th
$83,410$85,020
90th
$100,870$111,610

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Healthcare Social Workers2028–2035
Marriage and Family Therapists2028–2035
20242030203520402045

Healthcare Social Workers has a longer runway before significant displacement, projected 0 years later than Marriage and Family Therapists.

Risk-Adjusted Salary

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

Healthcare Social Workers

$47,527

from $68,090

Marriage and Family Therapists

$44,480

from $63,780

After adjusting for AI risk, Healthcare Social Workers offers $3,047 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Healthcare

0

Unique to Marriage

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Fine Manipulation
Healthcare Social WorkersMarriage and Family Therapists
Find transitions from Healthcare Social WorkersFind transitions from Marriage and Family Therapists