Takeover Tracker

vs

49 shared · 25 different

core competencies

Side-by-Side Comparison

MetricChild, Family, and School Social WorkersRehabilitation Counselors
Risk Score31.7%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile49th64th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$58,570$46,110
Employment383K89K

Skill Comparison

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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

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Child, Family, and School Social Workers: Not yetRehabilitation Counselors: Not yet