Child, Family, and School Social Workers vs Rehabilitation Counselors AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Child, Family, and School Social Workers

49 shared · 25 different

core competencies

medium risk

Rehabilitation Counselors

Side-by-Side Comparison

Child, Family, and School Social Workers leads 5–0

Metric	Child, Family, and School Social Workers	Rehabilitation Counselors
Risk Score	31.7%	34.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	49th	64th
Tasks at Risk (>50%)	5 / 15	7 / 15
Median Salary	$58,570	$46,110
Employment	383K	89K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Identifying Objects, Actions, and Events

Thinking Creatively

Interacting With Computers

Communicating with Supervisors, Peers, or Subordinates

Monitor Processes, Materials, or Surroundings

Active Listening

Developing and Building Teams

Getting Information

Making Decisions and Solving Problems

Resolving Conflicts and Negotiating with Others

Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Child, Family, and School Social Workers

35%

total discount

Rehabilitation Counselors

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Child, Family, and School Social Workers

5 of 15 at risk

86%Maintain case history records and prepare reports.

86%Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.

86%Collect supplementary information needed to assist client, such as employment records, medical records, or school reports.

84%Arrange for medical, psychiatric, and other tests that may disclose causes of difficulties and indicate remedial measures.

51%Address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.

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 -$12,460(-21%) vs Child, Family, and School Social Workers

Child, Family, and School Social WorkersRehabilitation Counselors

10th

$40,580$34,480

25th

$47,480$38,700

Median

$58,570$46,110

75th

$74,060$59,040

90th

$94,030$77,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Child, Family, and School Social Workers2028–2035

Rehabilitation Counselors2028–2035

20242030203520402045

Child, Family, and School 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%)

Child, Family, and School Social Workers

$40,021

from $58,570

Rehabilitation Counselors

$30,230

from $46,110

After adjusting for AI risk, Child, Family, and School Social Workers offers $9,791 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Child,

Unique to Rehabilitation

Combined Protection Strategy

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

Creativity

Social Intelligence

Decision Complexity

Regulatory Barriers

Child, Family, and School Social WorkersRehabilitation Counselors

Find transitions from Child, Family, and School Social Workers Find transitions from Rehabilitation Counselors