Home Health Aides: daily tasks & AI impact
This page breaks Home Health Aides into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 10/100 (Lower automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Maintain records of patient care, condition, progress, or problems to report and discuss observations with supervisor or case manager. Core | 4.46 | — | — |
| Provide patients with help moving in and out of beds, baths, wheelchairs, or automobiles and with dressing and grooming. Core | 4.38 | — | — |
| Bathe patients. Core | 4.29 | — | — |
| 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. Supplemental | 4.27 | — | — |
| Care for patients by changing bed linens, washing and ironing laundry, cleaning, or assisting with their personal care. Core | 4.16 | — | — |
| Entertain, converse with, or read aloud to patients to keep them mentally healthy and alert. Core | 4.06 | — | — |
| Plan, purchase, prepare, or serve meals to patients or other family members, according to prescribed diets. Core | 4.04 | — | — |
| Care for children with disabilities or who have sick parents or parents with disabilities. Supplemental | 3.95 | — | — |
| Check patients' pulse, temperature, and respiration. Core | 3.92 | — | — |
| Provide patients and families with emotional support and instruction in areas such as caring for infants, preparing healthy meals, living independently, or adapting to disability or illness. Core | 3.9 | — | — |
| Accompany clients to doctors' offices or on other trips outside the home, providing transportation, assistance, and companionship. Supplemental | 3.76 | — | — |
| Perform a variety of duties as requested by client, such as obtaining household supplies or running errands. Core | 3.71 | — | — |
| Change dressings. Supplemental | 3.6 | — | — |
| Direct patients in simple prescribed exercises or in the use of braces or artificial limbs. Core | 3.49 | — | — |
| Massage patients or apply preparations or treatments, such as liniment, alcohol rubs, or heat-lamp stimulation. Core | 3.31 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Home Health Aides tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Home Health Aides tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Home Health Aides task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.