Will AI replace Clinical Nurse Specialists?
AI reaches some of this job’s work, but most of it stays with people.
32/100
Moderate exposure
More exposed to AI than 48% of US workers.
- AI already used in
- 7% of the work
- As AI tools mature: up to
- 52% of the work
What the job involves
Direct nursing staff in the provision of patient care in a clinical practice setting, such as a hospital, hospice, clinic, or home. Ensure adherence to established clinical policies, protocols, regulations, and standards.
Where AI reaches the work
The job’s main tasks, heaviest first, by how far AI reaches them.
Already happening(3)
- Design patient education programs that include information required to make informed health care and treatment decisions.
- Teach patient education programs that include information required to make informed health care and treatment decisions.
- Prepare reports to document patients' care activities.
Within reach(14)
- Collaborate with other health care professionals and service providers to ensure optimal patient care.
- Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing.
- Develop, implement, or evaluate standards of nursing practice in specialty area, such as pediatrics, acute care, and geriatrics.
- Develop and maintain departmental policies, procedures, objectives, or patient care standards, based on evidence-based practice guidelines or expert opinion.
- Design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems.
and 9 more
Out of reach(13)
- Provide specialized direct and indirect care to inpatients and outpatients within a designated specialty, such as obstetrics, neurology, oncology, or neonatal care.
- Maintain departmental policies, procedures, objectives, or infection control standards.
- Instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources.
- Evaluate the quality and effectiveness of nursing practice or organizational systems.
- Observe, interview, and assess patients to identify care needs.
and 8 more
Also called
CNS (Clinical Nurse Specialist) · CNS · Pediatric Clinical Nurse Specialist (Pediatric CNS) · Clinical Nurse · Gerontological Clinical Nurse Specialist (Gerontological CNS) · Gerontological CNS · Pediatric CNS · APN (Advanced Practice Nurse)
Related jobs
- Nurse Practitioners32/100
- Advanced Practice Psychiatric Nurses44/100
- Acute Care Nurses32/100
- Critical Care Nurses19/100
- Registered Nurses39/100
What these numbers mean
The score is the share of this job’s work, weighted by how important and frequent each task is, that AI could do in half the time: tasks an AI model could do alone count in full, tasks that need software built on AI count half.
“AI already used” is the share of the work in tasks where people are recorded using AI today. “As AI tools mature” counts every task AI could halve, with or without extra software.
The percentile compares the score with every job’s, weighted by how many people in the US do each one. Exposure means AI could change how the work is done, not that the job goes away. These are estimates for the typical job, not predictions.
Sources
- O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration
- GPTs are GPTs: Labor market impact potential of LLMs (task labels), Eloundou, Manning, Mishkin & Rock (2023), OpenAI and University of Pennsylvania
- Anthropic Economic Index: labor market impacts (task penetration), Anthropic
- Occupational Employment and Wage Statistics, May 2025 (national and metropolitan areas), U.S. Bureau of Labor Statistics