Takeover Tracker
27%medium risk
Patient Representatives
vs

65 shared · 10 different

core competencies

28%medium risk
Social and Human Service Assistants

Side-by-Side Comparison

MetricPatient RepresentativesSocial and Human Service Assistants
Risk Score27.3%27.5%
Risk TierMedium RiskMedium Risk
Risk Percentile26th27th
Tasks at Risk (>50%)6 / 133 / 15
Median Salary$42,830$45,120
Employment2.7M424K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Education and Training
Establishing and Maintaining Interpersonal Relationships
Assisting and Caring for Others
Monitor Processes, Materials, or Surroundings
Law and Government
Medicine and Dentistry
Analyzing Data or Information
Personnel and Human Resources
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Patient Representatives

35%

total discount

Social and Human Service Assistants

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Social and Human Service Assistants

3 of 15 at risk
86%Keep records or prepare reports for owner or management concerning visits with clients.
86%Assist clients with preparation of forms, such as tax or rent forms.
80%Submit reports and review reports or problems with superior.
49%Assist in locating housing for displaced individuals.
37%Provide information or refer individuals to public or private agencies or community services for assistance.

Wage Comparison

Social and Human Service Assistants earns +$2,290(+5%) vs Patient Representatives
Patient RepresentativesSocial and Human Service Assistants
10th
$30,690$33,280
25th
$35,970$37,770
Median
$42,830$45,120
75th
$50,140$53,040
90th
$62,730$63,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Patient Representatives2028–2035
Social and Human Service Assistants2028–2035
20242030203520402045

Patient Representatives has a longer runway before significant displacement, projected 0 years later than Social and Human Service Assistants.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Patient Representatives

$31,155

from $42,830

Social and Human Service Assistants

$32,707

from $45,120

After adjusting for AI risk, Social and Human Service Assistants offers $1,553 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Patient

0

Unique to Social

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Social Intelligence
Fine Manipulation
Patient RepresentativesSocial and Human Service Assistants
Find transitions from Patient RepresentativesFind transitions from Social and Human Service Assistants