Side-by-Side Comparison
Childcare Workers leads 4–0| Metric | Childcare Workers | Personal Care Aides |
|---|---|---|
| Risk Score | 21.7% | 22.1% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 11th | 12th |
| Tasks at Risk (>50%) | 2 / 15 | 3 / 12 |
| Median Salary | $32,050 | N/A |
| Employment | 520K | N/A |
Skill Comparison
|
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
Childcare Workers
30%
total discount
Personal Care Aides
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Childcare Workers
2 of 15 at risk85%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.
Personal Care Aides
3 of 12 at risk75%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
Childcare WorkersPersonal Care Aides
10th
$22,900N/A
25th
$28,000N/A
Median
$32,050N/A
75th
$36,960N/A
90th
$44,560N/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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