Takeover Tracker

vs

48 shared · 9 different

core competencies

Side-by-Side Comparison

MetricPersonal Care AidesChildcare Workers
Risk Score22.1%21.7%
Risk TierLow RiskLow Risk
Risk Percentile12th11th
Tasks at Risk (>50%)3 / 122 / 15
Median SalaryN/A$32,050
EmploymentN/A520K

Skill Comparison

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Sorted by largest difference

Documenting/Recording Information
Assisting and Caring for Others
Handling and Moving Objects
Thinking Creatively
Resolving Conflicts and Negotiating with Others
Fluency of Ideas
Communicating with Supervisors, Peers, or Subordinates
Monitor Processes, Materials, or Surroundings
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Personal Care Aides

28%

total discount

Childcare Workers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Childcare Workers

2 of 15 at risk
85%Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.
70%Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.
45%Organize and store toys and materials to ensure order in activity areas.
45%Sterilize bottles and prepare formulas.
41%Sanitize toys and play equipment.

Wage Comparison

Personal Care AidesChildcare Workers
10th
N/A$22,900
25th
N/A$28,000
Median
N/A$32,050
75th
N/A$36,960
90th
N/A$44,560

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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