Healthcare Social Workers vs Rehabilitation Counselors AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Healthcare Social Workers

55 shared · 25 different

core competencies

medium risk

Rehabilitation Counselors

Side-by-Side Comparison

Healthcare Social Workers leads 5–0

Metric	Healthcare Social Workers	Rehabilitation Counselors
Risk Score	30.2%	34.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	40th	64th
Tasks at Risk (>50%)	4 / 15	7 / 15
Median Salary	$68,090	$46,110
Employment	186K	89K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Psychology

English Language

Training and Teaching Others

Therapy and Counseling

Assisting and Caring for Others

Communicating with Supervisors, Peers, or Subordinates

Thinking Creatively

Making Decisions and Solving Problems

Sociology and Anthropology

Systems AnalysisAI-Augmented

Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Healthcare Social Workers

35%

total discount

Rehabilitation Counselors

32%

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.

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 -$21,980(-32%) vs Healthcare Social Workers

Healthcare Social WorkersRehabilitation Counselors

10th

$45,030$34,480

25th

$55,360$38,700

Median

$68,090$46,110

75th

$83,410$59,040

90th

$100,870$77,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Healthcare Social Workers2028–2035

Rehabilitation Counselors2028–2035

20242030203520402045

Healthcare 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%)

Healthcare Social Workers

$47,527

from $68,090

Rehabilitation Counselors

$30,230

from $46,110

After adjusting for AI risk, Healthcare Social Workers offers $17,297 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Healthcare

Unique to Rehabilitation

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Fine Manipulation

Decision Complexity

Healthcare Social WorkersRehabilitation Counselors

Find transitions from Healthcare Social Workers Find transitions from Rehabilitation Counselors