Takeover Tracker

vs

59 shared · 18 different

core competencies

Side-by-Side Comparison

MetricChild, Family, and School Social WorkersPatient Representatives
Risk Score31.7%27.3%
Risk TierMedium RiskMedium Risk
Risk Percentile49th26th
Tasks at Risk (>50%)5 / 156 / 13
Median Salary$58,570$42,830
Employment383K2.7M

Skill Comparison

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Sorted by largest difference

Selling or Influencing Others
Customer and Personal Service
Thinking Creatively
Medicine and Dentistry
Developing Objectives and Strategies
Active Listening
Problem Sensitivity
Education and Training
Judging the Qualities of Things, Services, or People
Judgment and Decision MakingAI-Augmented
Resolving Conflicts and Negotiating with Others
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Child, Family, and School Social Workers

35%

total discount

Patient Representatives

35%

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.

Patient Representatives

6 of 13 at risk
87%Analyze patients' abilities to pay to determine charges on a sliding scale.
84%Maintain knowledge of community services and resources available to patients.
73%Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.
66%Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.
53%Identify and share research, recommendations, or other information regarding legal liabilities, risk management, or quality of care.

Wage Comparison

Patient Representatives earns -$15,740(-27%) vs Child, Family, and School Social Workers
Child, Family, and School Social WorkersPatient Representatives
10th
$40,580$30,690
25th
$47,480$35,970
Median
$58,570$42,830
75th
$74,060$50,140
90th
$94,030$62,730

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Head-to-head task automation timeline
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