AI exposure by occupation, O*NET 29-1141.04

Will AI replace Clinical Nurse Specialists?

Clinical Nurse Specialists: AI can already handle 12 of 30 tasks; the work mostly needs a frontier-tier model.

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Every task, scored

The 30 tasks O*NET 30.3 lists for Clinical Nurse Specialists, from most to least exposed. 12 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Collaborate with other health care professionals and service providers to ensure optimal patient care. 75 Estimated Standard 4.7
Direct or supervise nursing care staff in the provision of patient therapy. 75 Estimated Frontier 3.9
Lead nursing department implementation of, or compliance with, regulatory or accreditation processes. 75 Estimated Frontier 3.8
Present clients with information required to make informed health care and treatment decisions. 75 Estimated Standard 3.8
Chair nursing departments or committees. 75 Estimated Frontier 3.8
Write nursing orders. 75 Estimated Frontier 3.3
Develop, implement, or evaluate standards of nursing practice in specialty area, such as pediatrics, acute care, and geriatrics. 65 Estimated Frontier 4.6
Instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources. 65 Estimated Standard 4.5
Evaluate the quality and effectiveness of nursing practice or organizational systems. 65 Estimated Standard 4.3
Observe, interview, and assess patients to identify care needs. 65 Estimated Efficient 4.3
Monitor or evaluate medical conditions of patients in collaboration with other health care professionals. 65 Estimated Standard 4.2
Participate in clinical research projects, such as by reviewing protocols, reviewing patient records, monitoring compliance, and meeting with regulatory authorities. 65 Estimated Efficient 4.0
Provide specialized direct and indirect care to inpatients and outpatients within a designated specialty, such as obstetrics, neurology, oncology, or neonatal care. 50 Estimated Efficient 4.7
Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing. 50 Estimated Standard 4.7
Develop and maintain departmental policies, procedures, objectives, or patient care standards, based on evidence-based practice guidelines or expert opinion. 50 Estimated Frontier 4.5
Provide coaching and mentoring to other caregivers to help facilitate their professional growth and development. 50 Estimated Frontier 4.2
Design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems. 50 Estimated Frontier 4.2
Coordinate or conduct educational programs or in-service training sessions on topics such as clinical procedures. 50 Estimated Standard 4.0
Design patient education programs that include information required to make informed health care and treatment decisions. 50 Estimated Frontier 4.0
Develop or assist others in development of care and treatment plans. 50 Estimated Frontier 3.9
Develop nursing service philosophies, goals, policies, priorities, or procedures. 50 Estimated Frontier 3.8
Perform discharge planning for patients. 50 Estimated Frontier 3.1
Provide consultation to other health care providers in areas such as patient discharge, patient care, or clinical procedures. 40 Observed Standard 4.2
Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations. 40 Observed Standard 4.0
Plan, evaluate, or modify treatment programs, based on information gathered by observing and interviewing patients or by analyzing patient records. 40 Observed Efficient 3.7
Prepare reports to document patients' care activities. 40 Observed Efficient 3.0
Identify training needs or conduct training sessions for nursing students or medical staff. 35 Estimated Efficient 4.1
Teach patient education programs that include information required to make informed health care and treatment decisions. 35 Estimated Efficient 3.7
Maintain departmental policies, procedures, objectives, or infection control standards. 20 Estimated Efficient 4.6
Provide direct care by performing comprehensive health assessments, developing differential diagnoses, conducting specialized tests, or prescribing medications or treatments. 10 Estimated No tier 4.2

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 4 of 30 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 26 of 30. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A frontier-tier model or lower covers 97% of the role's importance-weighted task work. 97% of the work is something AI can address at some tier, and 4% is hands-on.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

US employment
3,379,720
Median annual wage
$97,550
Middle half of earners
$80,330 to $112,350
Projected change, 2024 to 2034
+4.9%

Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Clinical Nurse Specialists and AI

Will AI replace Clinical Nurse Specialists?

AI already handles 12 of the 30 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 53 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +4.9% from 2024 to 2034.

What is the AI exposure of Clinical Nurse Specialists?

53 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 4 of the 30 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 26 are estimated from each task's O*NET work activity.

Which Clinical Nurse Specialists tasks can AI already do?

The tasks with the highest exposure are: 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; Lead nursing department implementation of, or compliance with, regulatory or accreditation processes. They are three of the 12 tasks that reach 60 or more.

What AI model tier does this role need?

A frontier-tier model or lower covers 97% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How many people work as Clinical Nurse Specialists, and what do they earn?

3,379,720 people in the United States, with a median annual wage of $97,550 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +4.9% from 2024 to 2034.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Clinical Nurse Specialists. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/clinical-nurse-specialists

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