Takeover Tracker

vs

42 shared · 18 different

core competencies

Side-by-Side Comparison

MetricOccupational Therapy AidesPersonal Care Aides
Risk Score24.2%22.1%
Risk TierLow RiskLow Risk
Risk Percentile17th12th
Tasks at Risk (>50%)5 / 153 / 12
Median Salary$37,370N/A
Employment5KN/A

Skill Comparison

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Sorted by largest difference

Performing for or Working Directly with the Public
Updating and Using Relevant Knowledge
Analyzing Data or Information
Getting Information
Processing Information
Interpreting the Meaning of Information for Others
Therapy and Counseling
Coaching and Developing Others
Making Decisions and Solving Problems
Estimating the Quantifiable Characteristics of Products, Events, or Information
Communicating with Supervisors, Peers, or Subordinates
Judging the Qualities of Things, Services, or People

Protective Factors

Higher values indicate stronger protection against AI displacement

Occupational Therapy Aides

32%

total discount

Personal Care Aides

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Occupational Therapy Aides

5 of 15 at risk
84%Perform clerical, administrative, and secretarial duties, such as answering phones, restocking and ordering supplies, filling out paperwork, and scheduling appointments.
80%Report to supervisors or therapists, verbally or in writing, on patients' progress, attitudes, attendance, and accomplishments.
78%Assist educational specialists or clinical psychologists in administering situational or diagnostic tests to measure client's abilities or progress.
68%Observe patients' attendance, progress, attitudes, and accomplishments and record and maintain information in client records.
53%Prepare and maintain work area, materials, and equipment and maintain inventory of treatment and educational supplies.

Personal Care Aides

3 of 12 at risk
75%Perform healthcare-related tasks, such as monitoring vital signs and medication, under the direction of registered nurses or physiotherapists.
71%Provide clients with communication assistance, typing their correspondence or obtaining information for them.
71%Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.
45%Perform housekeeping duties, such as cooking, cleaning, washing clothes or dishes, or running errands.
32%Plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals.

Wage Comparison

Occupational Therapy AidesPersonal Care Aides
10th
$27,970N/A
25th
$34,840N/A
Median
$37,370N/A
75th
$44,190N/A
90th
$65,580N/A

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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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