Takeover Tracker
27%medium risk
Patient Representatives
vs

60 shared · 20 different

core competencies

34%medium risk
Rehabilitation Counselors

Side-by-Side Comparison

MetricPatient RepresentativesRehabilitation Counselors
Risk Score27.3%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile26th64th
Tasks at Risk (>50%)6 / 137 / 15
Median Salary$42,830$46,110
Employment2.7M89K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Customer and Personal Service
Processing Information
Monitor Processes, Materials, or Surroundings
Medicine and Dentistry
Judging the Qualities of Things, Services, or People
Organizing, Planning, and Prioritizing Work
Law and Government
Transportation
Identifying Objects, Actions, and Events
Analyzing Data or Information
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Patient Representatives

35%

total discount

Rehabilitation Counselors

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.

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 +$3,280(+8%) vs Patient Representatives
Patient RepresentativesRehabilitation Counselors
10th
$30,690$34,480
25th
$35,970$38,700
Median
$42,830$46,110
75th
$50,140$59,040
90th
$62,730$77,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Patient Representatives2028–2035
Rehabilitation Counselors2028–2035
20242030203520402045

Patient Representatives 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%)

Patient Representatives

$31,155

from $42,830

Rehabilitation Counselors

$30,230

from $46,110

After adjusting for AI risk, Patient Representatives offers $925 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Patient

0

Unique to Rehabilitation

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Fine Manipulation
Social Intelligence
Patient RepresentativesRehabilitation Counselors
Find transitions from Patient RepresentativesFind transitions from Rehabilitation Counselors