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Clinical Nurse Specialists

Clinical Nurse Specialists score 45 out of 100, which is elevated exposure to AI. That ranks #342 of 923 US occupations, where #1 is the most exposed. Of the 30 tasks in this job, AI could speed up 2 on its own and 23 more with extra software built on top of it. In April–May 2026, 10 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

45/ 100
Elevated
Rank
#342of 923 jobs
US workers
3,379,720for Registered Nurses
Median pay
$97,550a year
In real AI use
10 of 30tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 2 (7%)
  • AI can speed this up with extra software: 23 (77%)
  • Little or no AI speed-up: 5 (17%)
  • Prepare reports to document patients' care activities.AI can speed this up on its own · core task · Seen in real AI use
  • Write nursing orders.AI can speed this up on its own · core task
  • Evaluate the quality and effectiveness of nursing practice or organizational systems.AI can speed this up with extra software · core task · Seen in real AI use
  • Develop and maintain departmental policies, procedures, objectives, or patient care standards, based on evidence-based practice guidelines or expert opinion.AI can speed this up with extra software · core task
  • Develop nursing service philosophies, goals, policies, priorities, or procedures.AI can speed this up with extra software · core task
  • Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing.AI can speed this up with extra software · core task
  • Instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources.AI can speed this up with extra software · core task
  • Provide consultation to other health care providers in areas such as patient discharge, patient care, or clinical procedures.AI can speed this up with extra software · core task · Seen in real AI use
  • Develop, implement, or evaluate standards of nursing practice in specialty area, such as pediatrics, acute care, and geriatrics.AI can speed this up with extra software · core task
  • Maintain departmental policies, procedures, objectives, or infection control standards.AI can speed this up with extra software · core task
  • Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.AI can speed this up with extra software · core task · Seen in real AI use
  • Develop or assist others in development of care and treatment plans.AI can speed this up with extra software · core task
  • Plan, evaluate, or modify treatment programs, based on information gathered by observing and interviewing patients or by analyzing patient records.AI can speed this up with extra software · core task · Seen in real AI use
  • Monitor or evaluate medical conditions of patients in collaboration with other health care professionals.AI can speed this up with extra software · core task
  • Design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems.AI can speed this up with extra software · core task
  • Observe, interview, and assess patients to identify care needs.AI can speed this up with extra software · core task · Seen in real AI use
  • Lead nursing department implementation of, or compliance with, regulatory or accreditation processes.AI can speed this up with extra software · core task
  • Present clients with information required to make informed health care and treatment decisions.AI can speed this up with extra software · core task · Seen in real AI use
  • Participate in clinical research projects, such as by reviewing protocols, reviewing patient records, monitoring compliance, and meeting with regulatory authorities.AI can speed this up with extra software · core task
  • Chair nursing departments or committees.AI can speed this up with extra software · core task
  • Design patient education programs that include information required to make informed health care and treatment decisions.AI can speed this up with extra software · core task · Seen in real AI use
  • Provide direct care by performing comprehensive health assessments, developing differential diagnoses, conducting specialized tests, or prescribing medications or treatments.AI can speed this up with extra software · core task
  • Identify training needs or conduct training sessions for nursing students or medical staff.AI can speed this up with extra software · core task
  • Perform discharge planning for patients.AI can speed this up with extra software · core task
  • Teach patient education programs that include information required to make informed health care and treatment decisions.AI can speed this up with extra software · core task · Seen in real AI use
  • Collaborate with other health care professionals and service providers to ensure optimal patient care.Little or no AI speed-up · core task
  • Direct or supervise nursing care staff in the provision of patient therapy.Little or no AI speed-up · core task
  • Provide coaching and mentoring to other caregivers to help facilitate their professional growth and development.Little or no AI speed-up · core task · Seen in real AI use
  • Provide specialized direct and indirect care to inpatients and outpatients within a designated specialty, such as obstetrics, neurology, oncology, or neonatal care.Little or no AI speed-up · core task
  • Coordinate or conduct educational programs or in-service training sessions on topics, such as clinical procedures.Little or no AI speed-up · core task

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

Healthcare Practitioners and Technical occupations close to this one.

Questions about clinical nurse specialists and AI

Will AI replace clinical nurse specialists?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Clinical Nurse Specialists score 45 out of 100 (elevated exposure), #342 of 923 US jobs. AI could speed up 25 of the job's 30 tasks, 2 of them on its own, while 5 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which clinical nurse specialists tasks can AI do?

The most exposed tasks include "Prepare reports to document patients' care activities"; "Write nursing orders".

Which clinical nurse specialists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Collaborate with other health care professionals and service providers to ensure optimal patient care"; "Direct or supervise nursing care staff in the provision of patient therapy"; "Provide coaching and mentoring to other caregivers to help facilitate their professional growth and development".

Are people already using AI for this work?

Yes. In April–May 2026, 10 of the 30 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as clinical nurse specialists, and what do they earn?

About 3,379,720 people in the US (figure for Registered Nurses), with median pay of $97,550 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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