Registered Nurses: daily tasks & AI impact
This page breaks Registered Nurses 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 23/100 (Moderate 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 |
|---|---|---|---|
| Record patients' medical information and vital signs. Core | 4.74 | — | — |
| Administer medications to patients and monitor patients for reactions or side effects. Core | 4.7 | — | — |
| Maintain accurate, detailed reports and records. Core | 4.69 | — | — |
| Monitor, record, and report symptoms or changes in patients' conditions. Core | 4.61 | — | — |
| Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry. Core | 4.56 | — | — |
| Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans. Core | 4.48 | — | — |
| Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit. Core | 4.46 | — | — |
| Monitor all aspects of patient care, including diet and physical activity. Core | 4.44 | — | — |
| Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs. Core | 4.35 | — | — |
| Modify patient treatment plans as indicated by patients' responses and conditions. Core | 4.34 | — | — |
| Conduct specified laboratory tests. Core | 4.31 | — | — |
| Observe nurses and visit patients to ensure proper nursing care. Core | 4.23 | — | — |
| Assess the needs of individuals, families, or communities, including assessment of individuals' home or work environments, to identify potential health or safety problems. Core | 4.19 | — | — |
| Work with individuals, groups, or families to plan or implement programs designed to improve the overall health of communities. Core | 4.08 | — | — |
| Prepare patients for and assist with examinations or treatments. Core | 4.06 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Registered Nurses 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 Registered Nurses 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 Registered Nurses 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.