Takeover Tracker
vs

59 shared · 10 different

core competencies

Side-by-Side Comparison

MetricNursing AssistantsHome Health Aides
Risk Score23.6%21.7%
Risk TierLow RiskLow Risk
Risk Percentile15th11th
Tasks at Risk (>50%)5 / 154 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Psychology
Performing for or Working Directly with the Public
Medicine and Dentistry
Updating and Using Relevant Knowledge
Handling and Moving Objects
Customer and Personal Service
Thinking Creatively
Assisting and Caring for Others
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Nursing Assistants

31%

total discount

Home Health Aides

32%

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.

Home Health Aides

4 of 15 at risk
84%Maintain records of patient care, condition, progress, or problems to report and discuss observations with supervisor or case manager.
65%Administer prescribed oral medications, under the written direction of physician or as directed by home care nurse or aide, and ensure patients take their medicine.
63%Check patients' pulse, temperature, and respiration.
55%Plan, purchase, prepare, or serve meals to patients or other family members, according to prescribed diets.
45%Perform a variety of duties as requested by client, such as obtaining household supplies or running errands.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nursing Assistants20282035
Home Health Aides20282035
20242030203520402045

Home Health Aides has a longer runway before significant displacement, projected 0 years later than Nursing Assistants.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nursing

0

Unique to Home

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Nursing AssistantsHome Health Aides