Home Health and Personal Care Aides AI displacement risk

Score version

This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-08. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.

15 O*NET task statements matched to SOC 31-1121. The displayed task profile combines these official task statements with the current public score model.

Median wage context: $35,800 (May 2025, US national). The latest BLS row matched SOC 31-1120.

Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.

What the AI risk score means for Home Health and Personal Care Aides

The displacement pressure score for Home Health and Personal Care Aides is 10. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.

For this role, the clearest risk pattern is visible at the task level. Monitor and record patient condition carries 18% automation pressure, while Monitor and record patient condition carries 50% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.

Labor-market context and wage risk

Median wage: $35,800 (May 2025, US national). Employment context: Among the largest and fastest-growing occupations in the US. Typical education: No formal credential for many roles; certification varies by state.

Wage vulnerability is 80, while transition feasibility is 62. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.

• Very low displacement pressure
• Fastest-growing large occupation
• High wage vulnerability persists

90-day transition plan

The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.

1. In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
2. By 60 days, complete one small project connected to Certified Nursing Assistant, such as complete cna training.
3. By 90 days, compare internal openings and external postings for Certified Nursing Assistant or Home Care Coordinator and update your resume around measurable workflow outcomes.