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How an exercise physiologist can use AI, task by task

O*NET 29-1128.00: Exercise PhysiologistsMedian pay $59,460/year (BLS, May 2025)25 tasksJob Zone 4: Considerable preparation

Assess, plan, or implement fitness programs that include exercise or physical activities such as those designed to improve cardiorespiratory function, body composition, muscular strength, muscular endurance, or flexibility.

Your job title Type your own title and every prompt on this page updates to match. Also called: Bariatric Weight Loss Counselor, Cardiopulmonary Rehabilitation Practitioner, Cardiopulmonary Rehabilitation Therapist, Certified Exercise Physiologist (Certified EP), Clinical Cardiac Exercise Physiologist, Clinical Exercise Physiologist, Clinical Exercise Specialist, Exercise Scientist, Exercise Specialist, Lifestyle and Weight Management Consultant.

Where AI fits in this job

AI-ready 0%AI-assist 41%Stays human 59%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 10 AI-assist and 15 human-led tasks out of 25. 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).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.Plan & schedule · Several times a day
Demonstrate correct use of exercise equipment or performance of exercise routines.Train & teach · Several times a day
Interview participants to obtain medical history or assess participant goals.Prepare to ask · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

Explain exercise program or physiological testing procedures to participants.Be there for people · Several times a day
Provide clinical oversight of exercise for participants at all risk levels.Hands-on care · Several times a day
Prescribe individualized exercise programs, specifying equipment, such as treadmill, exercise bicycle, ergometers, or perceptual goggles.Make the call · Several times a day

Skills to build & where you could move ↓

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 10

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

Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.

Several times a day

AI lays out options and timelines to react to.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 43% of those conversations; the rest were back-and-forth with the person.

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 an exercise physiologist. Part of my job is to develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.

Context: We use Microsoft Excel; the work draws on medicine and dentistry, biology and therapy and counseling.
Participant type: [no names, fitness level, goals]
Constraints: [time, equipment, conditions]

Design a 4-week program with progression and safety notes. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Exercise program

Step 1Pick a real example: the next time you develop exercise programs to improve participant strength.

Step 2Fill in [Participant type] and [Constraints] with the real details, then run the prompt.

Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections. Confirm the rules against the current official source.

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

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

Importance 4.8/5 · core task · O*NET work activity: Develop exercise or conditioning programs..

Demonstrate correct use of exercise equipment or performance of exercise routines.

Several times a day

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 48% 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 an exercise physiologist. Part of my job is to demonstrate correct use of exercise equipment or performance of exercise routines.

Context: We use Microsoft PowerPoint; the work draws on medicine and dentistry, biology and therapy and counseling.
Technique or equipment: [describe]
Audience: [describe]

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

10-minute exercise: Demonstrate a technique

Step 1Pick a real example: the next time you demonstrate correct use of exercise equipment or performance.

Step 2Fill in [Technique or equipment] and [Audience] 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 4.6/5 · core task · O*NET work activity: Demonstrate activity techniques or equipment use.. Also involves: Teach exercise or fitness techniques..

Interview participants to obtain medical history or assess participant goals.

Daily

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 an exercise physiologist. Part of my job is to interview participants to obtain medical history or assess participant goals.

Context: We use MEDITECH 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 participants (today).

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 4.6/5 · core task · O*NET work activity: Collect medical information from patients, family members, or other medical professionals..

Interpret exercise program participant data to evaluate progress or identify needed program changes.

Daily

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 an exercise physiologist. Part of my job is to interpret exercise program participant data to evaluate progress or identify needed program changes.

Context: We use Microsoft Excel; the work draws on medicine and dentistry, biology and therapy and counseling.
Data: [paste de-identified outcomes]
Treatment: [describe]

Analyze effectiveness with formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Treatment effectiveness analysis

Step 1Pick a real example: the next time you interpret exercise program participant data (today).

Step 2Fill in [Data] and [Treatment] 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 4.5/5 · core task · O*NET work activity: Analyze quantitative data to determine effectiveness of treatments or therapies..

Teach group exercise for low-, medium-, or high-risk clients to improve participant strength, flexibility, endurance, or circulatory functioning.

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 an exercise physiologist. Part of my job is to teach group exercise for low-, medium-, or high-risk clients to improve participant strength, flexibility, endurance, or circulatory functioning.

Context: We use Microsoft PowerPoint; the work draws on medicine and dentistry, biology and therapy and counseling.
Condition or disability: [describe]
Learners: [patients, families]

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

10-minute exercise: Managing a condition at home

Step 1Pick a real example: the next time you teach group exercise (today). Leave out names and identifying details.

Step 2Fill in [Condition or disability] 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 patients, family members, or caregivers in techniques for managing disabilities or illnesses..

Teach behavior modification classes related to topics such as stress management or weight control.

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 an exercise physiologist. Part of my job is to teach behavior modification classes related to topics such as stress management or weight control.

Context: We use Microsoft PowerPoint; the work draws on medicine and dentistry, biology and therapy and counseling.
Topic: [stress, weight, diet]
Audience: [patients, community]

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

10-minute exercise: Health class

Step 1Pick a real example: the next time you teach behavior modification classes (this week).

Step 2Fill in [Topic] and [Audience] 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: Teach health management classes..

Teach courses or seminars related to exercise or diet for patients, athletes, or community groups.

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 an exercise physiologist. Part of my job is to teach courses or seminars related to exercise or diet for patients, athletes, or community groups.

Context: We use Microsoft PowerPoint; the work draws on medicine and dentistry, biology and therapy and counseling.
Topic: [stress, weight, diet]
Audience: [patients, community]

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

10-minute exercise: Health class

Step 1Pick a real example: the next time you teach courses or seminars (this week). Leave out names and identifying details.

Step 2Fill in [Topic] and [Audience] 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: Teach health management classes..

Mentor or train staff to lead group exercise.

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 an exercise physiologist. Part of my job is to mentor or train staff to lead group exercise.

Context: We use Microsoft PowerPoint and MEDITECH software; the work draws on medicine and dentistry, biology and therapy and counseling.
Care needs: [general]
Caregivers: [parents, teachers, family]

Plan practical training. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Caregiver training

Step 1Pick a real example: the next time you mentor or train staff (this week).

Step 2Fill in [Care needs] and [Caregivers] 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 3.6/5 · core task · O*NET work activity: Train caregivers or other non-medical personnel..

Plan or conduct exercise physiology research projects.

A few times a year

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 an exercise physiologist. Part of my job is to plan or conduct exercise physiology research projects.

Context: We use MEDITECH 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 3.4/5 · core task · O*NET work activity: Conduct research to increase knowledge about medical issues..

Present exercise knowledge, program information, or research study findings at professional meetings or conferences.

A few times a year

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an exercise physiologist. Part of my job is to present exercise knowledge, program information, or research study findings at professional meetings or conferences.

Context: We use MEDITECH software; the work draws on medicine and dentistry, biology and therapy and counseling.
Findings: [paste]
Audience: [clinicians, patients]

Draft a write-up for the audience. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Health research write-up

Step 1Pick a real example: the next time you present exercise knowledge.

Step 2Fill in [Findings] and [Audience] with the real details, then run the prompt.

Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.6/5 · core task · O*NET work activity: Present medical research reports.. Also involves: Communicate health and wellness information to the public..

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: constant contact with others · Physical closeness to others: very close (near touching) · Dealing with the public: very important

Explain exercise program or physiological testing procedures to participants.

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 an exercise physiologist. Part of my job is to explain exercise program or physiological testing procedures to participants.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Procedure or result: [describe generally, no patient details]
Who: [patient, family]

Prepare a calm explanation, risks in plain words, and answers to likely fears. Then play the patient.

10-minute exercise: Explain a procedure or result

Step 1Pick a real example: the next time you explain exercise program or physiological testing procedures.

Step 2Fill in [Procedure or result] and [Who] with the real details, then run the prompt.

Step 3Check facts with the treating clinician first.

Importance 4.8/5 · core task · O*NET work activity: Explain medical procedures or test results to patients or family members..

Provide clinical oversight of exercise for participants at all risk levels.

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 an exercise physiologist. Part of my job is to provide clinical oversight of exercise for participants at all risk levels.

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 provide clinical oversight of exercise.

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..

Prescribe individualized exercise programs, specifying equipment, such as treadmill, exercise bicycle, ergometers, or perceptual goggles.

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 an exercise physiologist. Part of my job is to prescribe individualized exercise programs, specifying equipment, such as treadmill, exercise bicycle, ergometers, or perceptual goggles.

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 individualized exercise programs.

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 4.5/5 · core task · O*NET work activity: Prescribe treatments or therapies..

Recommend methods to increase lifestyle physical activity.

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 an exercise physiologist. Part of my job is to recommend methods to increase lifestyle physical activity.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Topic: [nutrition, exercise, sleep, stress]
Who: [patient, participant; no personal details]

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: Wellness advice conversation

Step 1Pick a real example: the next time you recommend methods to increase lifestyle physical activity (today).

Step 2Fill in [Topic] and [Who] with the real details, then run the prompt.

Step 3Check advice against current guidelines and stay within your scope.

📊 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: Provide health and wellness advice to patients, program participants, or caregivers..

Assess physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs.

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 an exercise physiologist. Part of my job is to assess physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Assessment: [suicide risk, functional status, capability]
Setting: [clinic, inpatient]

List validated tools, key questions, warning signs and documentation points. I make the clinical judgment. 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: Risk or function assessment prep

Step 1Pick a real example: the next time you assess physical performance requirements (today).

Step 2Fill in [Assessment] and [Setting] with the real details, then run the prompt.

Step 3Check every tool against your clinical guidance.

📊 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: Evaluate patient functioning, capabilities, or health..

Conduct stress tests, using electrocardiograph (EKG) machines.

Daily

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to conduct stress tests, using electrocardiograph (EKG) machines.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test: [EKG, spirometry, strength test]
Patient group: [general description]

Write plain-language instructions for patients, a step checklist to compare with protocol, and signs to stop the test.

10-minute exercise: Testing prep

Step 1Pick a real example: the next time you conduct stress tests (today).

Step 2Fill in [Test] and [Patient group] with the real details, then run the prompt.

Step 3Use the instructions with your next patient.

Importance 4.4/5 · core task · O*NET work activity: Test patient heart or lung functioning.. Also involves: Operate diagnostic or therapeutic medical instruments or equipment..

Supervise maintenance of exercise or exercise testing equipment.

Weekly

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to supervise maintenance of exercise or exercise testing equipment.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Equipment: [low vision devices, exercise equipment]
Tasks: [cleaning, checks]

List maintenance routine. 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: Device or equipment upkeep

Step 1Pick a real example: the next time you supervise maintenance of exercise (this week).

Step 2Fill in [Equipment] and [Tasks] with the real details, then run the prompt.

Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 3.8/5 · core task · O*NET work activity: Maintain medical equipment or instruments..

Provide emergency or other appropriate medical care to participants with symptoms or signs of physical distress.

Monthly

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to provide emergency or other appropriate medical care to participants with symptoms or signs of physical distress.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Emergency type: [facial injury, cardiac arrest]
Setting: [describe]

Summarize algorithms as study notes and quiz me. 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: Emergency treatment review

Step 1Pick a real example: the next time you provide emergency or other appropriate medical care.

Step 2Fill in [Emergency type] and [Setting] with the real details, then run the prompt.

Step 3Use official algorithms (e.g. ACLS) as the authority. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.6/5 · core task · O*NET work activity: Treat medical emergencies..

Measure oxygen consumption or lung functioning, using spirometers.

Weekly

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to measure oxygen consumption or lung functioning, using spirometers.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test: [EKG, spirometry, strength test]
Patient group: [general description]

Write plain-language instructions for patients, a step checklist to compare with protocol, and signs to stop the test.

10-minute exercise: Testing prep

Step 1Pick a real example: the next time you measure oxygen consumption or lung (this week).

Step 2Fill in [Test] and [Patient group] with the real details, then run the prompt.

Step 3Use the instructions with your next patient.

Importance 4.2/5 · core task · O*NET work activity: Test patient heart or lung functioning.. Also involves: Operate diagnostic or therapeutic medical instruments or equipment..

Calibrate exercise or testing equipment.

Weekly

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to calibrate exercise or testing equipment.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Equipment: [low vision devices, exercise equipment]
Tasks: [cleaning, checks]

List maintenance routine. 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: Device or equipment upkeep

Step 1Pick a real example: the next time you calibrate exercise or testing equipment (this week).

Step 2Fill in [Equipment] and [Tasks] with the real details, then run the prompt.

Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 3.8/5 · core task · O*NET work activity: Maintain medical equipment or instruments..

Perform routine laboratory tests of blood samples for cholesterol level or glucose tolerance.

Weekly

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to perform routine laboratory tests of blood samples for cholesterol level or glucose tolerance.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test: [blood glucose, cholesterol, culture]
Equipment: [analyzer, kit]

Write a step checklist, quality control checks and common errors. 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: Lab test refresher

Step 1Pick a real example: the next time you perform routine laboratory tests of blood samples (this week).

Step 2Fill in [Test] and [Equipment] with the real details, then run the prompt.

Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 3.7/5 · core task · O*NET work activity: Test biological specimens to gather information about patient conditions..

Measure amount of body fat, using such equipment as hydrostatic scale, skinfold calipers, or tape measures.

Monthly

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to measure amount of body fat, using such equipment as hydrostatic scale, skinfold calipers, or tape measures.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Measurement: [impressions, body metrics, physiological tests]
Equipment: [tools]

List steps, accuracy tips and common errors. 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: Measurement routine

Step 1Pick a real example: the next time you measure amount of body fat.

Step 2Fill in [Measurement] and [Equipment] with the real details, then run the prompt.

Step 3Compare it line by line with your protocol. Your protocol always wins.

Importance 3.5/5 · core task · O*NET work activity: Measure the physical or physiological attributes of patients..

Evaluate staff performance in leading group exercise or conducting diagnostic tests.

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 an exercise physiologist. Part of my job is to evaluate staff performance in leading group exercise or conducting diagnostic tests.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Role: [job]
Evidence: [goals, results, examples, no names]

Organize the evidence by goal, draft balanced talking points, and questions to ask the employee. Point out where my evidence is thin.

10-minute exercise: Prepare a performance review

Step 1Pick a real example: the next time you evaluate staff performance.

Step 2Fill in [Role] and [Evidence] with the real details, then run the prompt.

Step 3Fill the evidence gaps, then decide the rating yourself.

Importance 3.6/5 · core task · O*NET work activity: Evaluate employee performance..

Order or recommend diagnostic procedures, such as stress tests, drug screenings, or urinary tests.

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 an exercise physiologist. Part of my job is to order or recommend diagnostic procedures, such as stress tests, drug screenings, or urinary tests.

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 recommend diagnostic procedures.

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 3.5/5 · core task · O*NET work activity: Order medical diagnostic or clinical tests..

Educate athletes or coaches on techniques to improve athletic performance, such as heart rate monitoring, recovery techniques, hydration strategies, or training limits.

Monthly

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 an exercise physiologist. Part of my job is to educate athletes or coaches on techniques to improve athletic performance, such as heart rate monitoring, recovery techniques, hydration strategies, or training limits.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Topic: [training, nutrition, equipment]
Who: [athletes, coaches]

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: Athlete advice

Step 1Pick a real example: the next time you educate athletes or coaches.

Step 2Fill in [Topic] 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 3.3/5 · core task · O*NET work activity: Advise athletes, coaches, or trainers on exercise regimens, nutrition, or equipment use..

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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 3.9/5
Used in: Inspecting Equipment, Structures, or Materials
Monitoringimportance 3.9/5
Used in: Monitoring and Controlling Resources
Complex Problem Solvingimportance 3.9/5
Used in: Monitoring and Controlling Resources
Persuasionimportance 3.0/5
Used in: Providing Consultation and Advice to 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.

Reading Comprehensionimportance 4.0/5
Used in: Training and Teaching Others
Active Listeningimportance 4.0/5
Used in: Training and Teaching Others
Writingimportance 3.9/5
Used in: Training and Teaching Others
Instructingimportance 4.1/5
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.

Acute Care Nurses72% human-led · Same preparation · $97,550/yr · usually bachelor's degree
Skills to build: Operations Monitoring, Social Perceptiveness
Sports Medicine Physicians81% human-led · Needs more preparation · $265,930/yr · usually doctoral degree
Skills to build: Critical Thinking, Active Learning, Science
Athletic Trainers63% human-led · Needs more preparation · $62,520/yr · usually master's degree
Your skills already line up
Nursing Instructors and Teachers, Postsecondary24% human-led · Needs more preparation · $80,250/yr · usually master's degree
Skills to build: Instructing, Writing, Time Management

New tasks appearing in this job

O*NET has started tracking 3 new or updated tasks here: 0 AI-ready, 0 AI-assist, 3 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Manage patient clinical symptoms during stress testing protocols.

New in O*NET

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to manage patient clinical symptoms during stress testing protocols.

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 manage patient clinical symptoms. 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.

New O*NET task (08/2026). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Observe the behavior and condition of animals and monitor their clinical symptoms.” (Veterinary Technologists and Technicians), and was checked by hand. O*NET work activity: Monitor patient conditions during treatments, procedures, or activities.. Also involves: Conduct research to increase knowledge about medical issues.; Develop organizational methods or procedures..

Measure oxygen consumption or lung functioning using spirometers or pulse oximeters.

New in O*NET

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to measure oxygen consumption or lung functioning using spirometers or pulse oximeters.

Context: The work draws on medicine and dentistry, biology and therapy and counseling.
Test: [EKG, spirometry, strength test]
Patient group: [general description]

Write plain-language instructions for patients, a step checklist to compare with protocol, and signs to stop the test.

10-minute exercise: Testing prep

Step 1Pick a real example: the next time you measure oxygen consumption or lung.

Step 2Fill in [Test] and [Patient group] with the real details, then run the prompt.

Step 3Use the instructions with your next patient.

Updated O*NET task (08/2026), replacing: “Measure oxygen consumption or lung functioning, using spirometers.”. O*NET work activity: Test patient heart or lung functioning.. Also involves: Operate diagnostic or therapeutic medical instruments or equipment..

Monitor and assess patient physiological responses by measuring vital signs, including blood pressure, heart rate, electrocardiogram (ECG) activity, and lung sounds, during rest, exercise, and postexercise stress testing.

New in O*NET

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

Show prep prompt & steps

Prep prompt

I work as an exercise physiologist. Part of my job is to monitor and assess patient physiological responses by measuring vital signs, including blood pressure, heart rate, electrocardiogram (ECG) activity, and lung sounds, during rest, exercise, and postexercise stress testing.

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 monitor and assess patient physiological responses. 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.

New O*NET task (08/2026). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Observe patients' vital signs to assess physical condition.” (Surgical Technologists), and was checked by hand. O*NET work activity: Monitor patient conditions during treatments, procedures, or activities.. Also involves: Test patient heart or lung functioning.; Record vital statistics or other health information..

Getting into this job

O*NET has not surveyed education and training for this occupation yet.

Software in this job

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