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How a neurologist can use AI, task by task

O*NET 29-1217.00: NeurologistsMedian pay $248,560/year (BLS, May 2025)24 tasksJob Zone 5: Extensive preparation

Diagnose, manage, and treat disorders and diseases of the brain, spinal cord, and peripheral nerves, with a primarily nonsurgical focus.

Type your own title and every prompt on this page updates to match. Also called: Adult and Pediatric Neurologist, Adult Neurologist, General Neurologist, Neurologist, Pediatric Neurologist, Physician.

Where AI fits in this job

AI-ready 0%AI-assist 18%Stays human 82%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 5 AI-assist and 19 human-led tasks out of 24. 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 0

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

None of this job's tasks are here.

AI can help you prep these 5

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

Interview patients to obtain information, such as complaints, symptoms, medical histories, and family histories.

Several times a day

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a neurologist. Part of my job is to interview patients to obtain information, such as complaints, symptoms, medical histories, and family histories.

Context: We use Epic Systems and eClinicalWorks EHR software; the work draws on medicine and dentistry, biology and therapy and counseling.
Purpose: [assessment, treatment goals]
Sources: [patient, family, records, staff]

Write questions for each source, in a respectful order, and a template to combine what I learn. Flag sensitive topics and consent points.

10-minute exercise: Gather information from patients and family

Step 1Pick a real example: the next time you interview patients. Leave out names and identifying details.
Step 2Fill in [Purpose] and [Sources] with the real details, then run the prompt.
Step 3Use one new question and note what it added.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.9/5 · core task · O*NET work activity: Collect medical information from patients, family members, or other medical professionals..

Prepare, maintain, or review records that include patients' histories, neurological examination findings, treatment plans, or outcomes.

Several times a day

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 neurologist. Part of my job is to prepare, maintain, or review records that include patients' histories, neurological examination findings, treatment plans, or outcomes.

Context: We use Epic Systems and eClinicalWorks EHR software.
Specialty: [chiropractic, dental, general]
What to capture: [conditions, meds, allergies, history]

Draft a medical history template with prompts. No patient data. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: History-taking template

Step 1Pick a real example: the next time you prepare, maintain, or review records. Leave out names and identifying details.
Step 2Fill in [Specialty] and [What to capture] 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 4.6/5 · core task · O*NET work activity: Record patient medical histories..

Provide training to medical students or staff members.

Weekly

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 neurologist. Part of my job is to provide training to medical students or staff members.

Context: We use Microsoft PowerPoint and Epic Systems; the work draws on medicine and dentistry, biology and therapy and counseling.
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 provide training (this week). 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 4.0/5 · core task · O*NET work activity: Train medical providers..

Participate in continuing education activities to maintain and expand competence.

Monthly

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 neurologist. Part of my job is to participate in continuing education activities to maintain and expand competence.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 participate in continuing education activities.
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 4.1/5 · core task · O*NET work activity: Maintain medical or professional knowledge..

Participate in neuroscience research activities.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a neurologist. Part of my job is to participate in neuroscience research activities.

Context: We use Epic Systems and eClinicalWorks EHR software; the work draws on medicine and dentistry, biology and therapy and counseling.
Topic: [condition, treatment, question]
My goal: [study design, teaching, clinical update]

Summarize current evidence, key trials, open questions, and search terms for PubMed. Mark anything uncertain. I will verify every source.

10-minute exercise: Medical research brief

Step 1Pick a topic you need to get current on.
Step 2Fill in [Topic] and [My goal] with the real details, then run the prompt.
Step 3Look up the key trials it names. Don't use any you can't find.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.5/5 · core task · O*NET work activity: Conduct research to increase knowledge about medical issues..

These stay human 19

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: constant contact with others · Impact of decisions: very important results · Frequency of decisions: every day

Examine patients to obtain information about functional status of areas, such as vision, physical strength, coordination, reflexes, sensations, language skills, cognitive abilities, and mental status.

Several times a day

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 neurologist. Part of my job is to examine patients to obtain information about functional status of areas, such as vision, physical strength, coordination, reflexes, sensations, language skills, cognitive abilities, and mental status.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 examine patients. 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 4.8/5 · core task · O*NET work activity: Examine patients to assess general physical condition..

Prescribe or administer medications, such as anti-epileptic drugs, and monitor patients for behavioral and cognitive side effects.

Several times a day

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 neurologist. Part of my job is to prescribe or administer medications, such as anti-epileptic drugs, and monitor patients for behavioral and cognitive side effects.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 prescribe or administer medications. 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 4.7/5 · core task · O*NET work activity: Monitor patient conditions during treatments, procedures, or activities.. Also involves: Administer non-intravenous medications.; Prescribe medications..

Order or interpret results of laboratory analyses of patients' blood or cerebrospinal fluid.

Several times a day

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 neurologist. Part of my job is to order or interpret results of laboratory analyses of patients' blood or cerebrospinal fluid.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Presentation: [general, no patient details]
Question: [what to rule in or out]

List tests that could help, what each tells you, and costs or risks. 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: Test ordering prep

Step 1Pick a real example: the next time you order or interpret results of laboratory analyses of patients' blood. Leave out names and identifying details.
Step 2Fill in [Presentation] and [Question] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.8/5 · core task · O*NET work activity: Order medical diagnostic or clinical tests.. Also involves: Analyze test data or images to inform diagnosis or treatment..

Develop treatment plans based on diagnoses and on evaluation of factors, such as age and general health, or procedural risks and costs.

Several times a day

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 neurologist. Part of my job is to develop treatment plans based on diagnoses and on evaluation of factors, such as age and general health, or procedural risks and costs.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 treatment plans based.
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 4.6/5 · core task · O*NET work activity: Develop medical treatment plans..

Diagnose neurological conditions based on interpretation of examination findings, histories, or test results.

Several times a day

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 neurologist. Part of my job is to diagnose neurological conditions based on interpretation of examination findings, histories, or test results.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test or image: [x-ray, lab, scan]
Clinical question: [what to rule in or out]

List systematic review steps and pitfalls. I make the diagnosis. 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: Interpretation checklist

Step 1Pick a real example: the next time you diagnose neurological conditions based.
Step 2Fill in [Test or image] and [Clinical question] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

Importance 4.7/5 · core task · O*NET work activity: Analyze test data or images to inform diagnosis or treatment.. Also involves: Diagnose medical conditions..

Perform or interpret the outcomes of procedures or diagnostic tests, such as lumbar punctures, electroencephalography, electromyography, and nerve conduction velocity tests.

Several times a day

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 neurologist. Part of my job is to perform or interpret the outcomes of procedures or diagnostic tests, such as lumbar punctures, electroencephalography, electromyography, and nerve conduction velocity tests.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test: [EEG, lumbar puncture, exam]
Audience: [patient, family]

Write a plain explanation and a checklist to compare with protocol. 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: Neuro test prep

Step 1Pick a real example: the next time you perform or interpret the outcomes of procedures or diagnostic tests.
Step 2Fill in [Test] and [Audience] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 4.8/5 · core task · O*NET work activity: Test patient nervous system functioning.. Also involves: Analyze test data or images to inform diagnosis or treatment..

Inform patients or families of neurological diagnoses and prognoses, or benefits, risks and costs of various treatment plans.

Several times a day

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 neurologist. Part of my job is to inform patients or families of neurological diagnoses and prognoses, or benefits, risks and costs of various treatment plans.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 inform patients or families of neurological diagnoses and prognoses. 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.

Importance 4.6/5 · core task · O*NET work activity: Communicate detailed medical information to patients or family members..

Identify and treat major neurological system diseases and disorders, such as central nervous system infection, cranio spinal trauma, dementia, and stroke.

Several times a day

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 neurologist. Part of my job is to identify and treat major neurological system diseases and disorders, such as central nervous system infection, cranio spinal trauma, dementia, and stroke.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Condition: [describe]
Goals: [management]

Prepare patient education and follow-up plan. 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: Chronic condition support

Step 1Pick a real example: the next time you identify and treat major neurological system diseases and disorders.
Step 2Fill in [Condition] and [Goals] 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 chronic diseases or disorders.. Also involves: Diagnose medical conditions..

Counsel patients or others on the background of neurological disorders including risk factors, or genetic or environmental concerns.

Several times a day

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 neurologist. Part of my job is to counsel patients or others on the background of neurological disorders including risk factors, or genetic or environmental concerns.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Treatment: [general, no patient details]
Who: [patient]

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: Treatment and side-effect conversation

Step 1Pick a real example: the next time you counsel patients or others. Leave out names and identifying details.
Step 2Fill in [Treatment] and [Who] with the real details, then run the prompt.
Step 3Check with prescribing information and your clinical guidelines.

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

Importance 4.4/5 · core task · O*NET work activity: Advise patients on effects of health conditions or treatments..

Communicate with other health care professionals regarding patients' conditions and 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 neurologist. Part of my job is to communicate with other health care professionals regarding patients' conditions and care.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Patient situation: [general, no identifiers]
Who: [physician, physicist, team]

Prepare an SBAR-style update and questions. Then play the clinician so I can practice. 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: Update the care team

Step 1Pick a real example: the next time you communicate with other health care professionals regarding patients' conditions (today). Leave out names and identifying details.
Step 2Fill in [Patient situation] and [Who] with the real details, then run the prompt.
Step 3Use your facility's handoff format in the real update.

Importance 4.6/5 · core task · O*NET work activity: Inform medical professionals regarding patient conditions and care..

Interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.

Daily

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 neurologist. Part of my job is to interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test or image: [x-ray, lab, scan]
Clinical question: [what to rule in or out]

List systematic review steps and pitfalls. I make the diagnosis. 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: Interpretation checklist

Step 1Pick a real example: the next time you interpret the results of neuroimaging studies (today).
Step 2Fill in [Test or image] and [Clinical question] with the real details, then run the prompt.
Step 3Make the call yourself, then note whether anything it raised changed your mind.

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

Importance 4.4/5 · core task · O*NET work activity: Analyze test data or images to inform diagnosis or treatment..

Refer patients to other health care practitioners as necessary.

Daily

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 neurologist. Part of my job is to refer patients to other health care practitioners as necessary.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Situation: [general, no patient details]
Options: [specialists, services]

List red flags and criteria for referral, and what to include in the referral. I decide.

10-minute exercise: Referral decision prep

Step 1Pick a real example: the next time you refer patients (today). 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.

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

Importance 4.3/5 · core task · O*NET work activity: Refer patients to other healthcare practitioners or health resources..

Coordinate neurological services with other health care team activities.

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 neurologist. Part of my job is to coordinate neurological services with other health care team activities.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 coordinate neurological services with other health care team activities (today).
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 4.3/5 · core task · O*NET work activity: Collaborate with healthcare professionals to plan or provide treatment..

Order supportive care services, such as physical therapy, specialized nursing care, and social services.

Daily

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 neurologist. Part of my job is to order supportive care services, such as physical therapy, specialized nursing care, and social services.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Condition: [general, no patient details]
Options: [list]

Compare options and evidence. I prescribe. 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: Treatment prescription prep

Step 1Pick a real example: the next time you order supportive care services (today).
Step 2Fill in [Condition] 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 4.1/5 · core task · O*NET work activity: Prescribe treatments or therapies..

Advise other physicians on the treatment of neurological problems.

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 neurologist. Part of my job is to advise other physicians on the treatment of neurological problems.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 advise other physicians on the treatment of neurological (today).
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..

Supervise medical technicians in the performance of neurological diagnostic or therapeutic activities.

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 neurologist. Part of my job is to supervise medical technicians in the performance of neurological diagnostic or therapeutic activities.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
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 supervise medical technicians (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 3.7/5 · core task · O*NET work activity: Supervise patient care personnel..

Perform specialized treatments in areas such as sleep disorders, neuroimmunology, neuro-oncology, behavioral neurology, and neurogenetics.

Weekly

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 neurologist. Part of my job is to perform specialized treatments in areas such as sleep disorders, neuroimmunology, neuro-oncology, behavioral neurology, and neurogenetics.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Condition: [describe]
Goals: [management]

Prepare patient education and follow-up plan. 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: Chronic condition support

Step 1Pick a real example: the next time you perform specialized treatments (this week).
Step 2Fill in [Condition] and [Goals] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 4.2/5 · O*NET work activity: Treat chronic diseases or disorders..

Determine brain death using accepted tests and procedures.

Monthly

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 neurologist. Part of my job is to determine brain death using accepted tests and procedures.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test: [EEG, lumbar puncture, exam]
Audience: [patient, family]

Write a plain explanation and a checklist to compare with protocol. 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: Neuro test prep

Step 1Pick a real example: the next time you determine brain death.
Step 2Fill in [Test] and [Audience] with the real details, then run the prompt.
Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 4.3/5 · core task · O*NET work activity: Test patient nervous system functioning..

Prescribe or administer treatments, such as transcranial magnetic stimulation, vagus nerve stimulation, and deep brain stimulation.

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 neurologist. Part of my job is to prescribe or administer treatments, such as transcranial magnetic stimulation, vagus nerve stimulation, and deep brain stimulation.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Condition: [general, no patient details]
Options: [list]

Compare options and evidence. I prescribe. 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: Treatment prescription prep

Step 1Pick a real example: the next time you prescribe or administer treatments.
Step 2Fill in [Condition] 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 3.7/5 · O*NET work activity: Prescribe treatments or therapies..

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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.

  • Critical Thinkingimportance 4.1/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Active Listeningimportance 4.2/5
    Used in: Assisting and Caring for Others
  • Monitoringimportance 4.0/5
    Used in: Assisting and Caring for Others
  • Speakingimportance 4.1/5
    Used in: Assisting and Caring for Others

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.

  • Active Learningimportance 3.8/5
    Used in: Training and Teaching Others
  • Learning Strategiesimportance 3.4/5
    Used in: Training and Teaching Others
  • Time Managementimportance 3.2/5
    Used in: Updating and Using Relevant Knowledge

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.

Getting into this job

Post-doctoral training is most common (64% of workers)

  • High school or less 2%
  • Graduate degree 98%
  • On-the-job training: 1–2 years
  • Related experience: 4–6 years

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 softwareEpic SystemsMicrosoft ExcelMicrosoft Office softwareMicrosoft PowerPointMicrosoft Word