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How a clinical nurse specialist can use AI, task by task

O*NET 29-1141.04: Clinical Nurse SpecialistsMedian pay $97,550/year (BLS, May 2025)30 tasksJob Zone 5: Extensive preparation

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.

Type your own title and every prompt on this page updates to match. Also called: APN (Advanced Practice Nurse), Board Certified Clinical Nurse Specialist (CNS-BC), CNS (Clinical Nurse Specialist), Critical Care CNS (Critical Care Clinical Nurse Specialist), Emergency Clinical Nurse Specialist (Emergency CNS), ICU CNS (Intensive Care Unit Clinical Nurse Specialist), Neuroscience Clinical Nurse Specialist (Neuroscience CNS), Pediatric Clinical Nurse Specialist (Pediatric CNS), Psychiatric Adult Clinical Nurse Specialist (Psychiatric Adult CNS), Trauma ICU CNS (Trauma Intensive Care Unit Clinical Nurse Specialist).

Where AI fits in this job

AI-ready 3%AI-assist 47%Stays human 50%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 1 AI-ready, 14 AI-assist and 15 human-led tasks out of 30. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 1

AI produces a usable first pass. You review it, fix it and own it.

Design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems.

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems.

Context: We use eClinicalWorks EHR software and Bizmatics PrognoCIS EMR.
Activity: [program, initiative, campaign]
Questions: [what success means]

Draft evaluation methods, data collection and analysis. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Evaluation procedure

Step 1Pick a real example: the next time you design evaluation programs regarding the quality and effectiveness.
Step 2Fill in [Activity] and [Questions] with the real details, then run the prompt.
Step 3Check you can actually collect the data.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.2/5 · core task · O*NET work activity: Develop procedures to evaluate organizational activities..

AI can help you prep these 14

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources.

Daily

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources.

Context: We use Microsoft PowerPoint and eClinicalWorks EHR software; the work draws on medicine and dentistry, therapy and counseling and biology.
Technique: [procedure]
Learners: [providers, assistants]

Plan teaching with demonstration and supervised practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Teach clinical techniques

Step 1Pick a real example: the next time you instruct nursing staff (today).
Step 2Fill in [Technique] and [Learners] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.5/5 · core task · O*NET work activity: Train medical providers..

Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing.

Daily

AI explains and quizzes you; confirm against official sources.

Show prompt & steps

AI can explain new developments and quiz you. Confirm what you learn against official sources.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Specialty: [describe]
Topic: [guideline, technique]

Summarize recent evidence, quiz me, and list guidelines to read. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Clinical update

Step 1Pick a real example: the next time you read current literature (today).
Step 2Fill in [Specialty] and [Topic] with the real details, then run the prompt.
Step 3Check one claim against an official or professional source.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 4.7/5 · core task · O*NET work activity: Maintain medical or professional knowledge..

Maintain departmental policies, procedures, objectives, or infection control standards.

Daily

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to maintain departmental policies, procedures, objectives, or infection control standards.

Context: We use eClinicalWorks EHR software and Bizmatics PrognoCIS EMR.
Here's what I have for the departmental policies, procedures and objectives: [rough notes, the facts, figures and decisions behind it]

Write a clear first draft that I can check and finish. Keep it [one page / short / formal], laid out so I can paste it into eClinicalWorks EHR software or Bizmatics PrognoCIS EMR. Use headings if they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Draft the departmental policies, procedures and objectives

Step 1Pull up the last departmental policies, procedures and objectives you did, or jot 5 rough bullets for the next one.
Step 2Paste the prompt and put those bullets in [rough notes]. Pick the length in [one page / short / formal] to match what goes into eClinicalWorks EHR software or Bizmatics PrognoCIS EMR.
Step 3Fix every [CHECK] against your source and anything else that's wrong, then compare the time with writing the departmental policies, procedures and objectives from scratch.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.6/5 · core task · O*NET work activity: Follow protocols or regulations for healthcare activities..

Develop, implement, or evaluate standards of nursing practice in specialty area, such as pediatrics, acute care, and geriatrics.

Daily

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to develop, implement, or evaluate standards of nursing practice in specialty area, such as pediatrics, acute care, and geriatrics.

Context: We use eClinicalWorks EHR software and Bizmatics PrognoCIS EMR.
Protocol area: [procedure, practice standard]
Evidence and rules: [guidelines]

Draft a protocol with steps, rationale and references to verify. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Practice protocol draft

Step 1Pick a real example: the next time you develop, implement, or evaluate standards of nursing practice (today).
Step 2Fill in [Protocol area] and [Evidence and rules] with the real details, then run the prompt.
Step 3Review it with your clinical practice committee.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.6/5 · core task · O*NET work activity: Establish nursing policies or standards..

Develop and maintain departmental policies, procedures, objectives, or patient care standards, based on evidence-based practice guidelines or expert opinion.

Weekly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to develop and maintain departmental policies, procedures, objectives, or patient care standards, based on evidence-based practice guidelines or expert opinion.

Context: We use eClinicalWorks EHR software and Bizmatics PrognoCIS EMR.
Protocol area: [procedure, practice standard]
Evidence and rules: [guidelines]

Draft a protocol with steps, rationale and references to verify. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Practice protocol draft

Step 1Pick a real example: the next time you develop and maintain departmental policies, procedures and objectives (this week). Leave out names and identifying details.
Step 2Fill in [Protocol area] and [Evidence and rules] with the real details, then run the prompt.
Step 3Review it with your clinical practice committee.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.5/5 · core task · O*NET work activity: Establish nursing policies or standards..

Evaluate the quality and effectiveness of nursing practice or organizational systems.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to evaluate the quality and effectiveness of nursing practice or organizational systems.

Context: We use Microsoft Excel; the work draws on medicine and dentistry, therapy and counseling and biology.
Program: [goal, activities, timeframe]
Data: [paste outcomes, participation, costs]

Compare results with goals, calculate cost per outcome, find what's working and what isn't, and suggest 3 changes. Show formulas.

10-minute exercise: Program effectiveness review

Step 1Pick a real example: the next time you evaluate the quality and effectiveness of nursing practice (this week).
Step 2Fill in [Program] and [Data] with the real details, then run the prompt.
Step 3Recompute cost per outcome yourself and take one change to your next planning meeting.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.3/5 · core task · O*NET work activity: Evaluate program effectiveness.. Also involves: Evaluate effectiveness of personnel policies or practices..

Plan, evaluate, or modify treatment programs, based on information gathered by observing and interviewing patients or by analyzing patient records.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 50% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to plan, evaluate, or modify treatment programs, based on information gathered by observing and interviewing patients or by analyzing patient records.

Context: We use Microsoft Excel and StatCom Patient Flow Logistics Enterprise Suite; the work draws on medicine and dentistry, therapy and counseling and biology.
Data: [de-identified records, trends]
Goal: [treatment planning]

Identify patterns and needs. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Patient needs analysis

Step 1Pick a real example: the next time you plan, evaluate, or modify treatment programs and based (this week). Leave out names and identifying details.
Step 2Fill in [Data] and [Goal] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.7/5 · core task · O*NET work activity: Analyze patient data to determine patient needs or treatment goals.. Also involves: Develop medical treatment plans..

Coordinate or conduct educational programs or in-service training sessions on topics such as clinical procedures.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to coordinate or conduct educational programs or in-service training sessions on topics such as clinical procedures.

Context: We use Microsoft PowerPoint and eClinicalWorks EHR software; the work draws on medicine and dentistry, therapy and counseling and biology.
Technique: [procedure]
Learners: [providers, assistants]

Plan teaching with demonstration and supervised practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Teach clinical techniques

Step 1Pick a real example: the next time you coordinate or conduct educational programs or in-service training sessions.
Step 2Fill in [Technique] and [Learners] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.0/5 · core task · O*NET work activity: Train medical providers..

Identify training needs or conduct training sessions for nursing students or medical staff.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to identify training needs or conduct training sessions for nursing students or medical staff.

Context: We use Microsoft PowerPoint and eClinicalWorks EHR software; the work draws on medicine and dentistry, therapy and counseling and biology.
Technique: [procedure]
Learners: [providers, assistants]

Plan teaching with demonstration and supervised practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Teach clinical techniques

Step 1Pick a real example: the next time you identify training needs. Leave out names and identifying details.
Step 2Fill in [Technique] and [Learners] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.1/5 · core task · O*NET work activity: Train medical providers..

Design patient education programs that include information required to make informed health care and treatment decisions.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to design patient education programs that include information required to make informed health care and treatment decisions.

Context: We use Microsoft PowerPoint and StatCom Patient Flow Logistics Enterprise Suite; the work draws on medicine and dentistry, therapy and counseling and biology.
Audience: [schools, public, community]
Topic: [conservation, health, safety]

Draft a program with sessions, activities and take-home materials. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Education program outline

Step 1Pick a real example: the next time you design patient education programs. Leave out names and identifying details.
Step 2Fill in [Audience] and [Topic] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.0/5 · core task · O*NET work activity: Develop educational programs..

Participate in clinical research projects, such as by reviewing protocols, reviewing patient records, monitoring compliance, and meeting with regulatory authorities.

Monthly

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to participate in clinical research projects, such as by reviewing protocols, reviewing patient records, monitoring compliance, and meeting with regulatory authorities.

Context: We use eClinicalWorks EHR software and Bizmatics PrognoCIS EMR; the work draws on medicine and dentistry, therapy and counseling and biology.
Facility: [clinic, lab, hospital unit]
Standards: [licensing, safety, accreditation]

Make a review checklist with documents to examine. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Facility standards review

Step 1Pick a real example: the next time you participate in clinical research projects. Leave out names and identifying details.
Step 2Fill in [Facility] and [Standards] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Confirm the rules against the current official source.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.0/5 · core task · O*NET work activity: Monitor medical facility activities to ensure adherence to standards or regulations.. Also involves: Conduct research to increase knowledge about medical issues..

Develop nursing service philosophies, goals, policies, priorities, or procedures.

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to develop nursing service philosophies, goals, policies, priorities, or procedures.

Context: We use eClinicalWorks EHR software and Bizmatics PrognoCIS EMR.
Protocol area: [procedure, practice standard]
Evidence and rules: [guidelines]

Draft a protocol with steps, rationale and references to verify. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Practice protocol draft

Step 1Pick a real example: the next time you develop nursing service philosophies, goals and policies.
Step 2Fill in [Protocol area] and [Evidence and rules] with the real details, then run the prompt.
Step 3Review it with your clinical practice committee.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.8/5 · core task · O*NET work activity: Establish nursing policies or standards..

Teach patient education programs that include information required to make informed health care and treatment decisions.

Monthly

AI preps the materials; reading the room is you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 50% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to teach patient education programs that include information required to make informed health care and treatment decisions.

Context: We use Microsoft PowerPoint and StatCom Patient Flow Logistics Enterprise Suite; the work draws on medicine and dentistry, therapy and counseling and biology.
Subject: [topic]
Learners: [describe]

Plan a session with objectives, activities and a check for understanding. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Class session plan

Step 1Pick a real example: the next time you teach patient education programs. Leave out names and identifying details.
Step 2Fill in [Subject] and [Learners] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 3.7/5 · core task · O*NET work activity: Teach classes in area of specialization..

Prepare reports to document patients' care activities.

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 58% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to prepare reports to document patients' care activities.

Context: We use eClinicalWorks EHR software and Bizmatics PrognoCIS EMR.
Care provided: [assessments, training, progress]
Notes: [paste without names]

Draft a progress or discharge report. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Care summary report

Step 1Pick a real example: the next time you prepare reports to document patients' care activities. Leave out names and identifying details.
Step 2Fill in [Care provided] and [Notes] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.0/5 · core task · O*NET work activity: Prepare reports summarizing patient diagnostic or care activities..

These stay human 15

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: contact with others most of the time · Impact of decisions: important results · Physical closeness to others: moderately close (at arm's length)

Collaborate with other health care professionals and service providers to ensure optimal patient care.

Daily

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to collaborate with other health care professionals and service providers to ensure optimal patient care.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Case: [general, no identifiers]
Question: [what you need from colleagues]

Prepare a summary, the question and options. Then play the colleague. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Interdisciplinary consult prep

Step 1Pick a real example: the next time you collaborate with other health care professionals and service providers (today). Leave out names and identifying details.
Step 2Fill in [Case] and [Question] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.7/5 · core task · O*NET work activity: Collaborate with healthcare professionals to plan or provide treatment..

Provide specialized direct and indirect care to inpatients and outpatients within a designated specialty, such as obstetrics, neurology, oncology, or neonatal care.

Daily

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to provide specialized direct and indirect care to inpatients and outpatients within a designated specialty, such as obstetrics, neurology, oncology, or neonatal care.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Condition type: [infection, injury]
Setting: [describe]

Summarize treatment approach as study notes. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Acute treatment review

Step 1Pick a real example: the next time you provide specialized direct and indirect care (today).
Step 2Fill in [Condition type] and [Setting] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 4.7/5 · core task · O*NET work activity: Treat acute illnesses, infections, or injuries..

Monitor or evaluate medical conditions of patients in collaboration with other health care professionals.

Daily

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to monitor or evaluate medical conditions of patients in collaboration with other health care professionals.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Procedure or treatment: [describe]
What I monitor: [vitals, EKG, reactions]

List normal ranges, warning signs, escalation steps, and reassuring phrases for patients. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: In-procedure monitoring guide

Step 1Pick a real example: the next time you monitor or evaluate medical conditions of patients (today). Leave out names and identifying details.
Step 2Fill in [Procedure or treatment] and [What I monitor] with the real details, then run the prompt.
Step 3Use the phrases with your next patient.

Importance 4.2/5 · core task · O*NET work activity: Monitor patient conditions during treatments, procedures, or activities.. Also involves: Evaluate patient functioning, capabilities, or health..

Observe, interview, and assess patients to identify care needs.

Daily

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to observe, interview, and assess patients to identify care needs.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Exam type: [general, musculoskeletal, pre-participation]
Patient group: [general description]

Make an exam sequence, plain-language explanations, and red flags. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Physical exam prep

Step 1Pick a real example: the next time you observe, interview, and assess patients (today). Leave out names and identifying details.
Step 2Fill in [Exam type] and [Patient group] with the real details, then run the prompt.
Step 3Use the explanations with your next patient.

Importance 4.3/5 · core task · O*NET work activity: Examine patients to assess general physical condition.. Also involves: Collect medical information from patients, family members, or other medical professionals..

Provide coaching and mentoring to other caregivers to help facilitate their professional growth and development.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to provide coaching and mentoring to other caregivers to help facilitate their professional growth and development.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Who: [mentee, candidate, student]
Their goal: [describe]

Prepare questions, encouragement and next-step suggestions. Then play the mentee. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Mentoring conversation

Step 1Pick a real example: the next time you provide coaching (this week).
Step 2Fill in [Who] and [Their goal] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.2/5 · core task · O*NET work activity: Support the professional development of others..

Provide consultation to other health care providers in areas such as patient discharge, patient care, or clinical procedures.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to provide consultation to other health care providers in areas such as patient discharge, patient care, or clinical procedures.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Question: [discharge, communication, specialty topic]
Who: [clinicians, educators]

Help me prepare: the 3 points that matter most for them, plain-language wording, the questions they're likely to ask, and what I should not advise on without more information. Then play them so I can practice.

10-minute exercise: Clinical consultation

Step 1Pick a real example: the next time you provide consultation (this week). Leave out names and identifying details.
Step 2Fill in [Question] and [Who] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 4.2/5 · core task · O*NET work activity: Advise medical personnel regarding healthcare issues..

Develop or assist others in development of care and treatment plans.

Weekly

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to develop or assist others in development of care and treatment plans.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Situation: [condition or project, no names]
Options: [list]

Compare options and risks; list information needed. I decide. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Plan options review

Step 1Pick a real example: the next time you develop or assist others (this week).
Step 2Fill in [Situation] and [Options] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 3.9/5 · core task · O*NET work activity: Develop medical treatment plans..

Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Question: [discharge, communication, specialty topic]
Who: [clinicians, educators]

Help me prepare: the 3 points that matter most for them, plain-language wording, the questions they're likely to ask, and what I should not advise on without more information. Then play them so I can practice.

10-minute exercise: Clinical consultation

Step 1Pick a real example: the next time you make clinical recommendations (this week). Leave out names and identifying details.
Step 2Fill in [Question] and [Who] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 4.0/5 · core task · O*NET work activity: Advise medical personnel regarding healthcare issues..

Provide direct care by performing comprehensive health assessments, developing differential diagnoses, conducting specialized tests, or prescribing medications or treatments.

Weekly

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to provide direct care by performing comprehensive health assessments, developing differential diagnoses, conducting specialized tests, or prescribing medications or treatments.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Presentation: [symptoms, signs, no patient details]
Results: [tests]

List a differential with what supports or argues against each, and next tests. I make the diagnosis.

10-minute exercise: Differential diagnosis check

Step 1Pick a real example: the next time you provide direct care (this week).
Step 2Fill in [Presentation] and [Results] with the real details, then run the prompt.
Step 3Decide yourself and note anything you'd overlooked.

Importance 4.2/5 · core task · O*NET work activity: Diagnose medical conditions.. Also involves: Prescribe medications..

Direct or supervise nursing care staff in the provision of patient therapy.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to direct or supervise nursing care staff in the provision of patient therapy.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Team: [counselors, clinicians, staff]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising care staff

Step 1Pick a real example: the next time you direct or supervise nursing care staff (this week). Leave out names and identifying details.
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.9/5 · core task · O*NET work activity: Supervise patient care personnel..

Present clients with information required to make informed health care and treatment decisions.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to present clients with information required to make informed health care and treatment decisions.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Conversation: [treatment plan, medication advice, costs; no patient details]
Who: [patient, family]

Help me explain it clearly: key points, plain words for medical terms, questions they may ask, and how to check understanding. Then play the patient so I can practice.

10-minute exercise: Discussing treatment information

Step 1Pick a real example: the next time you present clients (this week). Leave out names and identifying details.
Step 2Fill in [Conversation] and [Who] with the real details, then run the prompt.
Step 3Use teach-back in the real conversation to check understanding.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 3.8/5 · core task · O*NET work activity: Communicate detailed medical information to patients or family members..

Lead nursing department implementation of, or compliance with, regulatory or accreditation processes.

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to lead nursing department implementation of, or compliance with, regulatory or accreditation processes.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Service: [describe]
Issue: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Managing healthcare operations

Step 1Pick a real example: the next time you lead nursing department implementation of, compliance with and regulatory.
Step 2Fill in [Service] and [Issue] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.8/5 · core task · O*NET work activity: Manage healthcare operations..

Chair nursing departments or committees.

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to chair nursing departments or committees.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Service: [describe]
Issue: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Managing healthcare operations

Step 1Pick a real example: the next time you chair nursing departments or committees.
Step 2Fill in [Service] and [Issue] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.8/5 · core task · O*NET work activity: Manage healthcare operations..

Write nursing orders.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to write nursing orders.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Team: [counselors, clinicians, staff]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising care staff

Step 1Pick a real example: the next time you write nursing orders (this week).
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.2/5 · core task · O*NET work activity: Supervise patient care personnel..

Perform discharge planning for patients.

Monthly

Your accountable call. Use AI as a sounding board beforehand.

Show prep prompt & steps

Where AI still helps: Use AI as a sounding board before you decide. Ask it to argue the other side, list what you might be overlooking, or organize the evidence.

Prep prompt

I work as a clinical nurse specialist. Part of my job is to perform discharge planning for patients.

Context: The work draws on medicine and dentistry, therapy and counseling and biology.
Situation: [condition or project, no names]
Options: [list]

Compare options and risks; list information needed. I decide. Argue the strongest case against my current view and list what extra information would change the decision. I make the final call.

10-minute exercise: Plan options review

Step 1Pick a real example: the next time you perform discharge planning. Leave out names and identifying details.
Step 2Fill in [Situation] and [Options] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 3.1/5 · core task · O*NET work activity: Develop medical treatment plans..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Active Listeningimportance 3.9/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Critical Thinkingimportance 4.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Speakingimportance 4.1/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Monitoringimportance 4.0/5
    Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Reading Comprehensionimportance 4.0/5
    Used in: Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
  • Writingimportance 3.9/5
    Used in: Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
  • Instructingimportance 3.5/5
    Used in: Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
  • Active Learningimportance 4.0/5
    Used in: Training and Teaching Others

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Nurse Practitioners80% human-led · Same preparation · $132,300/yr · usually master's degreeSkills to build: Active Listening, Reading Comprehension
  • Physician Assistants86% human-led · Same preparation · $135,880/yr · usually master's degreeSkills to build: Systems Evaluation

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 1 AI-assist, 0 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Develop and evaluate work processes based on evidence-based standards.

New in O*NET

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a clinical nurse specialist. Part of my job is to develop and evaluate work processes based on evidence-based standards.

Context: I mainly work with patients; we use Microsoft Excel.
Goal: [what a good outcome looks like]
People and resources: [who and what is available]
Constraints: [deadlines, budget, rules, hours]

Draft a plan to develop and evaluate work processes based as a table with steps, owner, timing and what could go wrong. Then list the 3 decisions I need to make before this plan works.

10-minute exercise: Plan: work processes based

Step 1Pick the next real time you need to develop and evaluate work processes based.
Step 2Fill in [Goal], [People and resources] and [Constraints] with the real details and run it.
Step 3Cross out anything that won't work on the ground, then put the plan into Microsoft Excel. Ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

New O*NET task (08/2025). O*NET hasn't linked it to work activities yet, so it was labelled by hand.

Getting into this job

Master's degree is most common (86% of workers)

  • Graduate degree 100%
  • On-the-job training: 3–6 months
  • Related experience: 2–4 years
  • Professional certification: important (4.9/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

eClinicalWorks EHR softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft Word