Takeover Tracker

vs

55 shared · 25 different

core competencies

Side-by-Side Comparison

MetricHealthcare Social WorkersRehabilitation Counselors
Risk Score30.2%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile40th64th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$68,090$46,110
Employment186K89K

Skill Comparison

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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

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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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