Alternative careers for Home Health Aides
People searching for career moves out of Home Health Aides usually want two things at once: work that still uses familiar skills, and work that is less exposed to Generative AI. This matrix ranks other occupations by shared O*NET Detailed Work Activities, then filters toward lower AI vulnerability scores than the current 10/100 for Home Health Aides.
Overlap is Jaccard similarity on Detailed Work Activities (DWAs) — a shared federal taxonomy of work verbs, not fuzzy title matching. Preferred matches need AI risk under 30 and DWA overlap of at least 50%. In the pilot catalog, when those strict matches are scarce, we expand the filter and disclose the fallback.
The strongest overlap in this set is Nursing Assistants (20% shared activities, AI risk 22, median pay $42,260). Compare wage and growth before switching — a lower AI score is not automatically a raise.
Fallback results are labeled on this page. Prefer matches with positive overlap percentages when choosing a transition path. Pilot fallback: fewer than three matches met the strict threshold (risk < 30 and ≥ 50% DWA overlap), so we expanded the filter and labeled results accordingly.
- Nursing Assistants
31-1131.00
22
AI risk
🛡️ Moderate Hybrid Moat (65/100) P90 Ceiling: $48,780- Overlap
- 20%
- Median pay
- $42,260
- Growth
- +2.6%
6 shared detailed work activities · fallback match
Compare AI risk (22 vs 10 for Home Health Aides), pay ($42,260), and growth (+2.6%) before switching. Structural insulation against automation is 65/100 (Moderate Hybrid Moat).
- Medical Assistants
31-9092.00
29
AI risk
🛡️ High Physical/Social Insulation (66/100) P90 Ceiling: $56,480- Overlap
- 9%
- Median pay
- $45,690
- Growth
- +12.9%
3 shared detailed work activities · fallback match
Compare AI risk (29 vs 10 for Home Health Aides), pay ($45,690), and growth (+12.9%) before switching. Structural insulation against automation is 66/100 (High Physical/Social Insulation).
- Chiropractors
29-1011.00
40
AI risk
🛡️ High Physical/Social Insulation (80/100) +13 pts higher moat P90 Ceiling: $142,580- Overlap
- 4%
- Median pay
- $79,200
- Growth
- +8.7%
1 shared detailed work activities · fallback match
Compare AI risk (40 vs 10 for Home Health Aides), pay ($79,200), and growth (+8.7%) before switching. Structural insulation against automation is 80/100 (High Physical/Social Insulation).
- Dental Assistants
31-9091.00
28
AI risk
🛡️ High Physical/Social Insulation (72/100) +5 pts higher moat P90 Ceiling: $61,060- Overlap
- 4%
- Median pay
- $48,070
- Growth
- +7.4%
1 shared detailed work activities · fallback match
Compare AI risk (28 vs 10 for Home Health Aides), pay ($48,070), and growth (+7.4%) before switching. Structural insulation against automation is 72/100 (High Physical/Social Insulation).
- Occupational Therapists
29-1122.00
31
AI risk
🛡️ High Physical/Social Insulation (74/100) +7 pts higher moat P90 Ceiling: $129,620- Overlap
- 3%
- Median pay
- $100,330
- Growth
- +14.8%
1 shared detailed work activities · fallback match
Compare AI risk (31 vs 10 for Home Health Aides), pay ($100,330), and growth (+14.8%) before switching. Structural insulation against automation is 74/100 (High Physical/Social Insulation).
- Nurse Practitioners
29-1171.00
33
AI risk
🛡️ High Physical/Social Insulation (75/100) +8 pts higher moat P90 Ceiling: $168,030- Overlap
- 3%
- Median pay
- $132,300
- Growth
- +41.0%
1 shared detailed work activities · fallback match
Compare AI risk (33 vs 10 for Home Health Aides), pay ($132,300), and growth (+41.0%) before switching. Structural insulation against automation is 75/100 (High Physical/Social Insulation).
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17
AI risk
🛡️ High Physical/Social Insulation (76/100) +9 pts higher moat P90 Ceiling: $77,870- Overlap
- 3%
- Median pay
- $64,400
- Growth
- +3.0%
1 shared detailed work activities · fallback match
Compare AI risk (17 vs 10 for Home Health Aides), pay ($64,400), and growth (+3.0%) before switching. Structural insulation against automation is 76/100 (High Physical/Social Insulation).
- Correctional Officers and Jailers
33-3012.00
24
AI risk
🛡️ High Physical/Social Insulation (74/100) +7 pts higher moat P90 Ceiling: $87,250- Overlap
- 3%
- Median pay
- $58,940
- Growth
- -7.4%
1 shared detailed work activities · fallback match
Compare AI risk (24 vs 10 for Home Health Aides), pay ($58,940), and growth (-7.4%) before switching. Structural insulation against automation is 74/100 (High Physical/Social Insulation).
How to use this matrix
- Prefer matches with positive DWA overlap — those reuse skills you already practice.
- Check whether median pay and BLS growth are acceptable tradeoffs for lower AI exposure.
- Open the destination occupation’s task page to see which duties remain human-led.
- Treat fallback matches (thin overlap) as directional, not as guaranteed skill transfers.
Fallback results are labeled on this page. Prefer matches with positive overlap percentages when choosing a transition path.
FAQ
What are good alternative careers for Home Health Aides?
The strongest overlap in this set is Nursing Assistants (20% shared activities, AI risk 22, median pay $42,260). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Home Health Aides?
Overlap is Jaccard similarity on Detailed Work Activities (DWAs) — a shared federal taxonomy of work verbs, not fuzzy title matching. Preferred matches need AI risk under 30 and DWA overlap of at least 50%. In the pilot catalog, when those strict matches are scarce, we expand the filter and disclose the fallback.
Should I switch careers because of AI risk?
Fallback results are labeled on this page. Prefer matches with positive overlap percentages when choosing a transition path. Wage, growth, credentials, and personal preference matter as much as the AI score.