Distribution across 42 profiles.
Middle half of Registered Nurses score between 16% and 24%.
0%
50%
100%
p10 · 15%
27% · p90
Task breakdown by work type
On-screen work11%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen54%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action12%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person22%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Registered Nurse, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Administering medications and treatments (e.g., oral meds, IV fluids, injections) as prescribed by physicians, including verifying dosages and monitoring for side effects
19%AD
28%
Responding to medical emergencies (e.g., cardiac arrests, allergic reactions) by initiating protocols, administering life-saving interventions, and coordinating rapid response teams
deep expertisesocial element
18%AA
4%
Educating patients and families about health conditions, medications, post-discharge care, and preventive measures (e.g., diabetes management, wound care)
some context neededsocial core
14%DA
9%
Performing patient assessments (e.g., checking vital signs, evaluating symptoms, documenting medical histories) to identify changes in health status
deep expertisesocial element
13%AD
15%
Collaborating with healthcare teams (e.g., doctors, therapists, social workers) to coordinate care, discuss treatment plans, and ensure continuity of care
deep expertisesocial core
11%AD
13%
Documenting patient information in electronic health records (EHR), including care plans, progress notes, and treatment outcomes
deep expertise
8%DD
31%
Managing and supervising nursing assistants or junior staff, including delegating tasks, providing guidance, and ensuring quality care delivery
deep expertisesocial core
7%AD
14%
Providing direct patient care (e.g., wound dressing, catheter insertion, assisting with mobility, hygiene support) and responding to patient needs
deep expertisesocial core
7%AA
2%
TaskTimeTypeExposure
Providing direct patient care (e.g., wound dressing, catheter insertion, assisting with mobility, hygiene support) and responding to patient needs
deep expertisesocial core
27%AA
6%
Collaborating with healthcare teams (e.g., doctors, therapists, social workers) to coordinate care, discuss treatment plans, and ensure continuity of care
some context neededsocial core
22%AD
18%
Administering medications and treatments (e.g., oral meds, IV fluids, injections) as prescribed by physicians, including verifying dosages and monitoring for side effects
17%AD
32%
Documenting patient information in electronic health records (EHR), including care plans, progress notes, and treatment outcomes
16%DD
64%
Performing patient assessments (e.g., checking vital signs, evaluating symptoms, documenting medical histories) to identify changes in health status
deep expertisesocial element
7%AD
23%
Managing and supervising nursing assistants or junior staff, including delegating tasks, providing guidance, and ensuring quality care delivery
deep expertisesocial core
7%AD
9%
Educating patients and families about health conditions, medications, post-discharge care, and preventive measures (e.g., diabetes management, wound care)
deep expertisesocial core
1%DA
7%
Responding to medical emergencies (e.g., cardiac arrests, allergic reactions) by initiating protocols, administering life-saving interventions, and coordinating rapid response teams
deep expertisesocial element
1%AA
1%
TaskTimeTypeExposure
Documenting patient information in electronic health records (EHR), including care plans, progress notes, and treatment outcomes
21%DD
83%
Educating patients and families about health conditions, medications, post-discharge care, and preventive measures (e.g., diabetes management, wound care)
deep expertisesocial core
17%DA
5%
Administering medications and treatments (e.g., oral meds, IV fluids, injections) as prescribed by physicians, including verifying dosages and monitoring for side effects
15%AD
26%
Collaborating with healthcare teams (e.g., doctors, therapists, social workers) to coordinate care, discuss treatment plans, and ensure continuity of care
some context neededsocial core
13%AD
13%
Providing direct patient care (e.g., wound dressing, catheter insertion, assisting with mobility, hygiene support) and responding to patient needs
deep expertisesocial core
12%AA
3%
Performing patient assessments (e.g., checking vital signs, evaluating symptoms, documenting medical histories) to identify changes in health status
deep expertisesocial element
9%AD
19%
Managing and supervising nursing assistants or junior staff, including delegating tasks, providing guidance, and ensuring quality care delivery
deep expertisesocial core
5%AD
8%
Responding to medical emergencies (e.g., cardiac arrests, allergic reactions) by initiating protocols, administering life-saving interventions, and coordinating rapid response teams
deep expertisesocial element
5%AA
3%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
