Takeover Tracker

vs

47 shared · 11 different

core competencies

Side-by-Side Comparison

MetricNursing AssistantsPersonal Care Aides
Risk Score23.6%22.1%
Risk TierLow RiskLow Risk
Risk Percentile15th12th
Tasks at Risk (>50%)5 / 153 / 12
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Identifying Objects, Actions, and Events
Documenting/Recording Information
Medicine and Dentistry
Inspecting Equipment, Structures, or Material
Psychology
Estimating the Quantifiable Characteristics of Products, Events, or Information
Interpreting the Meaning of Information for Others
Monitor Processes, Materials, or Surroundings
Coaching and Developing Others
Static Strength
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Nursing Assistants

31%

total discount

Personal Care Aides

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Nursing Assistants

5 of 15 at risk
85%Record vital signs, such as temperature, blood pressure, pulse, or respiration rate, as directed by medical or nursing staff.
85%Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.
77%Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.
70%Review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.
52%Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.

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.

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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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