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Exercise Physiologists

developing exercise programs to improve participant strength, interviewing participants to obtain medical history or assess participant goals and assessing physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs. If that's your week, this page is about your job.

The honest answer

AI changes the edges of this job, not the middle: providing emergency or other appropriate medical care to participants with symptoms or signs of physical distress is work software can't reach.

Your move: what you can actually do about this ↓

What shifts is interpreting exercise program participant data to evaluate progress or identify needed program changes. This page scores what today's tools actually do, not headlines.

Your week, as this page understands it

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. The job title says “exercise physiologists”. The real job is the part underneath: providing emergency or other appropriate medical care to participants with symptoms or signs of physical distress. That is the thing someone has to be right about.

The exposed part of this job is specific, and we won’t pretend it is coming back. But exercise physiologists is not one task. It is 25 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is providing emergency or other appropriate medical care to participants with symptoms or signs of physical distress, and the ledger below shows exactly why.

Where the work sits, by task weight

shifting to AI
5%
changing shape
24%
staying human
72%

These bars are tasks changing hands, not people being counted out. The ledger below shows which.

Whole-job exposure score 25 out of 100 (20–31 allowing for uncertainty): low exposure, across 25 scored tasks. The number is the support for the sentence above it, not a headline about anyone’s future.

How we know this

What is measured: Every published task statement for exercise physiologists is rated on five dimensions: can a model produce the output, does the work need a body in a room, does it need a legally accountable person, does it depend on a person being trusted in the moment, and how much data exists. A published formula turns those five ratings into the score; the model never writes the number.

How the bar is built: Each task’s share of the bar is its published importance weight, so a task you do all day counts for more than one you do twice a year.

Release: 2026-q4.1, scores computed 2026-08-05. Read the full method.

Your job, task by task

These are the official task statements for this occupation, in plain English, sorted by what the evidence says is happening to each one. The official wording sits under every line so you can check the rewrite against it.

Shifting to AI

1 task

Tasks today’s tools can already do most of. This is the part we will not soften: where these rows are the bulk of your week, the week changes.

  • Interpreting exercise program participant data to evaluate progress or identify needed program changes

    This is reading one thing and writing another: exercise program participant data in, a record out. That is the shape today's tools are built for.

    importance 5 · Core
    Source: “Interpret exercise program participant data to evaluate progress or identify needed program changes.” (O*NET task statement)
    How this row was scored

    Exposure score: 66 out of 100 (62–70 allowing for uncertainty): high exposure, high confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Reading progress data and spotting what needs to change is exactly the kind of analysis software does well.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

Changing shape

6 tasks

Tasks where the machine takes the producing and a person keeps the checking, the deciding, or the answering-for-it. For most jobs this is the biggest group, and it is where "transformation, not termination" is literally visible.

  • Developing exercise programs to improve participant strength

    The software now makes the first pass at exercise programs, but someone has to be answerable for the result, and it cannot be the software. So the job becomes checking and deciding rather than producing.

    importance 5 · Core
    Source: “Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.” (O*NET task statement)
    How this row was scored

    Exposure score: 53 out of 100 (46–60 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; someone qualified has to answer for it.

    The rating behind it: Exercise programming follows published guidelines that software applies well, though a credentialed professional signs off the plan.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 1/4 · how much data exists 4/4.

  • Recommending methods to increase lifestyle physical activity

    The software now makes the first pass at methods, but the part that matters is a person saying it and standing behind it. So the job becomes checking and deciding rather than producing.

    importance 5 · Core
    Source: “Recommend methods to increase lifestyle physical activity.” (O*NET task statement)
    How this row was scored

    Exposure score: 51 out of 100 (44–58 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; the value is that a specific person does it.

    The rating behind it: Activity advice is abundantly documented and easy to generate, though people change habits with encouragement from a person.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 4/4.

  • Prescribing individualized exercise programs, specifying equipment, such as treadmill, exercise bicycle, ergometers or perceptual goggles

    The software now makes the first pass at individualized exercise programs, specifying equipment, but someone has to be answerable for the result, and it cannot be the software. So the job becomes checking and deciding rather than producing.

    importance 5 · Core
    Source: “Prescribe individualized exercise programs, specifying equipment, such as treadmill, exercise bicycle, ergometers, or perceptual goggles.” (O*NET task statement)
    How this row was scored

    Exposure score: 48 out of 100 (41–55 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; someone qualified has to answer for it.

    The rating behind it: Individual programs can be generated from assessment data, but a credentialed professional takes responsibility for them.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.

  • Educating athletes or coaches on techniques to improve athletic performance

    The software now makes the first pass at athletes, but the part that matters is a person saying it and standing behind it. So the job becomes checking and deciding rather than producing.

    importance 4 · Core
    Source: “Educate athletes or coaches on techniques to improve athletic performance, such as heart rate monitoring, recovery techniques, hydration strategies, or training limits.” (O*NET task statement)
    How this row was scored

    Exposure score: 43 out of 100 (36–50 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; the value is that a specific person does it.

    The rating behind it: Training and recovery guidance is well documented, though athletes and coaches take it from someone they rate.

    The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 4/4.

  • Ordering or recommending diagnostic procedures

    The software now makes the first pass at diagnostic procedures, but someone has to be answerable for the result, and it cannot be the software. So the job becomes checking and deciding rather than producing.

    importance 3 · Core
    Source: “Order or recommend diagnostic procedures, such as stress tests, drug screenings, or urinary tests.” (O*NET task statement)
    How this row was scored

    Exposure score: 48 out of 100 (41–55 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; someone qualified has to answer for it.

    The rating behind it: Deciding which tests are appropriate follows documented criteria, but a credentialed professional orders them.

    The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 2/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.

Staying human

18 tasks

Tasks that stay with a person, because they happen in the physical world, because the rules need someone accountable, or because the value is that a specific person does them.

  • Providing emergency or other appropriate medical care to participants with symptoms or signs of physical distress

    This work happens in the physical world: emergency, in a real place. Software cannot follow it there.

    importance 5 · Core
    Source: “Provide emergency or other appropriate medical care to participants with symptoms or signs of physical distress.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it; the value is that a specific person does it.

    The rating behind it: Responding to someone in physical distress means being there with your hands.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.

  • Demonstrating correct use of exercise equipment or performance of exercise routines

    This work happens in the physical world: correct use of exercise equipment, in a real place. Software cannot follow it there.

    importance 5 · Core
    Source: “Demonstrate correct use of exercise equipment or performance of exercise routines.” (O*NET task statement)
    How this row was scored

    Exposure score: 6 out of 100 (2–10 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.

    The rating behind it: Showing someone how to use equipment correctly means demonstrating it in front of them.

    The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.

  • Providing clinical oversight of exercise for participants at all risk levels

    This work happens in the physical world: clinical oversight of exercise, in a real place. Software cannot follow it there.

    importance 5 · Core
    Source: “Provide clinical oversight of exercise for participants at all risk levels.” (O*NET task statement)
    How this row was scored

    Exposure score: 4 out of 100 (0–8 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: work that happens in the physical world; someone qualified has to answer for it; the value is that a specific person does it.

    The rating behind it: Overseeing higher-risk clients while they exercise means watching them in the room, with clinical responsibility attached.

    The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 3/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.

  • Explaining exercise program or physiological testing procedures to participants

    The value here is that a specific person handles exercise program and stands behind it. That is earned, not computed.

    importance 5 · Core
    Source: “Explain exercise program or physiological testing procedures to participants.” (O*NET task statement)
    How this row was scored

    Exposure score: 38 out of 100 (31–45 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; the value is that a specific person does it.

    The rating behind it: Clear explanations are easy to produce, but participants ask questions while standing in front of you.

    The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 1/4 · needs to be trusted in the moment 2/4 · how much data exists 4/4.

Show the other 15 tasks

  • Planning or conducting exercise physiology research projects

    changing shape

    The software now makes the first pass at exercise physiology research projects, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.

    importance 3 · Core
    Source: “Plan or conduct exercise physiology research projects.” (O*NET task statement)
    How this row was scored

    Exposure score: 43 out of 100 (36–50 allowing for uncertainty): partial exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch.

    The rating behind it: Study design and analysis can be drafted well, but running the testing sessions is practical work.

    The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Presenting exercise knowledge, program information or researching study findings at professional meetings or conferences

    staying human

    This work happens in the physical world: exercise knowledge, program information or researching study findings, in a real place. Software cannot follow it there.

    importance 3 · Core
    Source: “Present exercise knowledge, program information, or research study findings at professional meetings or conferences.” (O*NET task statement)
    How this row was scored

    Exposure score: 35 out of 100 (28–42 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.

    The rating behind it: Slides and findings write-ups are strong ground for software, though presenting at a conference is done in person.

    The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 4/4.

  • Interviewing participants to obtain medical history or assess participant goals

    staying human

    The rules require a named, qualified person to answer for participants, and that person cannot be a piece of software.

    importance 5 · Core
    Source: “Interview participants to obtain medical history or assess participant goals.” (O*NET task statement)
    How this row was scored

    Exposure score: 30 out of 100 (23–37 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: reading one thing and writing another; the same decision, made over and over; someone qualified has to answer for it; the value is that a specific person does it.

    The rating behind it: Structured intake questions can be handled by software, though the useful detail often comes out in conversation.

    The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 2/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.

  • Teaching courses or seminars related to exercise or diet

    staying human

    This work happens in the physical world: courses, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Teach courses or seminars related to exercise or diet for patients, athletes, or community groups.” (O*NET task statement)
    How this row was scored

    Exposure score: 29 out of 100 (22–36 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.

    The rating behind it: Course material is easy to produce, but teaching a room of patients or athletes is done in person.

    The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 4/4.

  • Assessing physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs

    staying human

    The rules require a named, qualified person to answer for physical performance requirements, and that person cannot be a piece of software.

    importance 5 · Core
    Source: “Assess physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs.” (O*NET task statement)
    How this row was scored

    Exposure score: 27 out of 100 (20–34 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; someone qualified has to answer for it.

    The rating behind it: Standard assessment methods are documented, but judging what this body can currently do involves seeing it move.

    The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 2/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.

  • Supervising maintenance of exercise or exercise testing equipment

    staying human

    This work happens in the physical world: maintenance of exercise, in a real place. Software cannot follow it there.

    importance 3 · Core
    Source: “Supervise maintenance of exercise or exercise testing equipment.” (O*NET task statement)
    How this row was scored

    Exposure score: 24 out of 100 (17–31 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.

    The rating behind it: Maintenance schedules can be generated, but overseeing the work happens where the equipment is.

    The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.

  • Mentoring or training staff to lead group exercise

    staying human

    This work happens in the physical world: staff, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Mentor or train staff to lead group exercise.” (O*NET task statement)
    How this row was scored

    Exposure score: 20 out of 100 (13–27 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.

    The rating behind it: Training notes are simple to generate, but coaching staff to lead classes happens alongside them.

    The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.

  • Teaching behavior modification classes

    staying human

    This work happens in the physical world: behavior modification classes, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Teach behavior modification classes related to topics such as stress management or weight control.” (O*NET task statement)
    How this row was scored

    Exposure score: 20 out of 100 (13–27 allowing for uncertainty): low exposure, medium confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.

    The rating behind it: Class material is easy to write, but behavior change classes work through a group led by a person.

    The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.

  • Evaluating staff performance in leading group exercise or conducting diagnostic tests

    staying human

    This work happens in the physical world: staff performance, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Evaluate staff performance in leading group exercise or conducting diagnostic tests.” (O*NET task statement)
    How this row was scored

    Exposure score: 18 out of 100 (11–25 allowing for uncertainty): minimal exposure, medium confidence.

    Why it sits in this group: work that happens in the physical world; the value is that a specific person does it.

    The rating behind it: Checklists can be drafted, but judging how someone leads a class means watching them lead it.

    The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.

  • Conducting stress tests, using electrocardiograph, EKG) machines

    staying human

    This work happens in the physical world: stress tests, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Conduct stress tests, using electrocardiograph (EKG) machines.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.

    The rating behind it: Running a treadmill stress test means attaching leads and supervising the patient throughout.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.

  • Measuring amount of body fat

    staying human

    This work happens in the physical world: amount of body fat, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Measure amount of body fat, using such equipment as hydrostatic scale, skinfold calipers, or tape measures.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world.

    The rating behind it: Taking skinfold, tape or underwater weight measurements means measuring an actual body.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Measuring oxygen consumption or lung functioning

    staying human

    This work happens in the physical world: oxygen consumption, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Measure oxygen consumption or lung functioning, using spirometers.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.

    The rating behind it: Measuring lung function or oxygen use requires fitting equipment to the person.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 3/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Performing routine laboratory tests of blood samples for cholesterol level or glucose tolerance

    staying human

    This work happens in the physical world: routine laboratory tests of blood samples, in a real place. Software cannot follow it there.

    importance 3 · Core
    Source: “Perform routine laboratory tests of blood samples for cholesterol level or glucose tolerance.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it.

    The rating behind it: Running blood tests means handling samples and laboratory equipment.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 2/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Calibrating exercise or testing equipment

    staying human

    This work happens in the physical world: exercise, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Calibrate exercise or testing equipment.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world.

    The rating behind it: Calibrating testing equipment means adjusting the machines themselves.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.

  • Teaching group exercise for low-

    staying human

    This work happens in the physical world: group exercise, in a real place. Software cannot follow it there.

    importance 4 · Core
    Source: “Teach group exercise for low-, medium-, or high-risk clients to improve participant strength, flexibility, endurance, or circulatory functioning.” (O*NET task statement)
    How this row was scored

    Exposure score: 0 out of 100 (0–7 allowing for uncertainty): minimal exposure, high confidence, and it moved between repeat runs, so the range is widened.

    Why it sits in this group: the same decision, made over and over; work that happens in the physical world; someone qualified has to answer for it; the value is that a specific person does it.

    The rating behind it: Leading a live exercise class is physical presence in front of the group.

    The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 2/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.

What this job pays, and how many people do it

Median pay
$59,460a year, the middle of the range, so half earn more and half earn less.bls-oews, 2025 · May 2025 estimates (national_M2025_dl.xlsx)
How we know this

Source: bls-oews

Reference period: May 2025 estimates (national_M2025_dl.xlsx)

Rounding: Shown as published.

People doing this job
8,560in the US, 2025.bls-oews · May 2025 estimates (national_M2025_dl.xlsx)

What is deliberately not here: a forecast of how many of these jobs exist in ten years. Where an official projection exists for a market we publish it with its vintage; where it does not, we leave the space empty rather than borrow the other country’s number.

Why this is shifting

The reason is boringly specific. Most of what is shifting here is reading one thing and writing another: exercise program participant data in, a record out. The rows above are exactly that shape: interpreting exercise program participant data to evaluate progress or identify needed program changes and developing exercise programs to improve participant strength. What it cannot do is be answerable: emergency needs a named person the rules will accept, and software cannot be that person. Which is why this page talks about your tasks changing, not your job ending.

Your move

Over a pint: what I’d tell you if you were my friend

Start with what does not change: providing emergency or other appropriate medical care to participants with symptoms or signs of physical distress is the middle of this job, and the evidence on this page says it stays with a person.

So, given all that: 5% of this job's task weight sits in rows the software is already learning, 24% in rows that change shape rather than disappear, and 72% in rows it is nowhere near. That is the position, measured across 25 scored tasks. It is not a forecast about you.

So the thing worth your attention is not the job going away. It is the layer around it. Interpreting exercise program participant data to evaluate progress or identify needed program changes is the part turning into software, and being the person who understands that layer is worth money.

This week: one thing

Ask the one question. Find whoever is bringing new software into your workplace (the manager, the office, whoever runs the system) and ask them what it is meant to do to exercise program participant data, and what it is not meant to touch. Ten minutes, this week, before anyone decides it for you.

What you end up holding
a straight answer about what is actually being rolled out, and when
How long it takes
ten minutes

If there’s nobody obvious to ask, or you’d rather not ask your manager: Put the same question to your union rep, your shift lead or the person who has been there longest, in person, over a break. Same ten minutes, same answer, and you will usually get a straighter one. Write down what they say. The note is the artifact, and it tells you whether correct use of exercise equipment is in scope or not. Nothing to log into, no license needed.

Over the next 90 days

Get inside the tool rollout rather than waiting for it. Over the next ninety days, ask to be in the group that tests, checks or signs off whatever new system arrives near developing exercise programs to improve participant strength. It is usually an unglamorous seat that nobody fights for, and it is the one that decides how the software is used on your job rather than to it.

Over the next 12 months

On this evidence I would not retrain out of this job, and I will say that plainly rather than hedge it. The task list here is dominated by work that stays with a person. What I would do with a year is get formally recognised for the layer around it (the systems, the compliance, the planning), so you are the one who understands the software instead of the one it is done to. Before you pay for anything, use CareerOneStop - Find local training. It is free, it is the Labor Department's own service, and it is listed below with the rest of the free routes.

The roads out of here, and why I am not sending you down them

I looked at the obvious moves out of this job, and here is what I found.

I checked the 12 nearest US occupations to exercise physiologists (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was exercise trainers and group fitness instructors: only about 7% of its durable work is work you already do and it pays 20.7% less. And on the numbers you do not need one. This job scores 25/100 here, with only 5% of the task list in the top band, and “develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning…” is not work that hands over cleanly. None of them beats deepening what you already have.

How that was checked: this job was compared against all 830 US occupations in this release on their official task statements, and the 12 nearest were examined one by one. A move that turns on an industry, an employer or a qualification rather than on the work itself will not show up in a check like that. And this release carries no licence register, so anything you are weighing needs that looked up separately.

3 moves I checked and rejected

These are the obvious-looking jumps. They are here with their reasons rather than quietly dropped, because the ones that fail are worth knowing about. It is one less thing to turn over at night.

  • Exercise Trainers and Group Fitness Instructors

    Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already demonstrate correct use of exercise equipment or performance of exercise routines, and their equivalent is to instruct participants in maintaining exertion levels to maximize benefits from exercise routines. Across both published task lists that is about 7% of the durable work in that job.

    Why I am not recommending it: Almost none of it is work you already do: about 7% of the durable side of that job. That is a different job, not a next step. It is a pay cut, in those words: $47,160 against your $59,460, 20.7% less (OEWS May 2025 (both)). Retraining to earn less is a decision, not advice.

    Look at that job’s page anyway →

  • Social Science Research Assistants

    Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already present exercise knowledge, program information, or research study findings at professional meetings or…, and their equivalent is to present research findings to groups of people. Across both published task lists that is about 5% of the durable work in that job.

    Why I am not recommending it: Almost none of it is work you already do: about 5% of the durable side of that job. That is a different job, not a next step. I will not move you off one melting floe onto another: 72% of its own task list already scores in the top exposure band (63/100 in this release), so the same software is eating it.

    Look at that job’s page anyway →

  • Sociologists

    Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already present exercise knowledge, program information, or research study findings at professional meetings or…, and their equivalent is to present research findings at professional meetings. Across both published task lists that is about 3% of the durable work in that job.

    Why I am not recommending it: Almost none of it is work you already do: about 3% of the durable side of that job. That is a different job, not a next step.

    Look at that job’s page anyway →

What I’d stop worrying about

A friend tells you what not to spend fear on. This is that list.

  • The headline number you read somewhere

    The big “X% of jobs” figures are about the whole economy, not about you. The number that describes your job is on this page: 5% of its task weight, across 25 scored tasks. Every row behind it is printed above with the source. Check ours; ignore theirs.

  • The headlines about your trade disappearing

    They are usually about the technology, not the timetable. Changes to work like providing emergency or other appropriate medical care to participants with symptoms or signs of physical distress arrive through rules, insurance and money, slowly and visibly. This page tracks the task evidence and will move when it moves.

  • Retraining out of a job that is holding up

    On this evidence I would not spend money leaving. Spend it on the layer around the job instead: the tools, the paperwork, the planning. That is where the change actually is.

  • The “obvious” next job everyone suggests

    I checked the obvious moves and most of them did not survive. The reasons are printed with the routes above, including the pay and the gate. A move that fails on the numbers is worth knowing about so you can stop turning it over at night.

You are reading the United States figures

The United Kingdom splits this work across more than one official group, of which Physiotherapists is the closest. The pay and employment figures are not directly comparable, and we do not average them together.

Switch to the United Kingdom page →partial match

In UK official statistics this job is counted as Physiotherapists. Pay and employment stay on this page’s own group; the task list and the scores do not cross over.

Your route through this

Where to go next, and what it costs

Free, and complete

The moves above cost nothing. These are the real services that go with them: public, government-funded, and free at the point of use. Nothing on this page is behind an email address or a payment.

Why there is no community here

Collab365, who build this site, run paid Spaces for a small number of subjects, and none of them is built for this job. We are not going to point you at the nearest one and call it a fit.

So the free services listed on this page are the whole answer, and it is the same answer we would give a friend.

Noted, and thank you. We’ll email you if a Space for exercise physiologists launches. Nothing else.

That did not look like an email address, so nothing was saved. Have another go below.

We could not save that. The fault is ours, not yours, and your address was not stored. Please try again later.

No Space for exercise physiologists yet. Should there be one?

Collab365 Spaces is built by the same people as this site. We find the problems that AI and automation are creating inside one kind of work, then solve them as short courses, briefings and Blueprints. Each Space is the community too, so the research and the people doing your job are in the same place.

What a Space actually is, in full

Collab365 launches new communities where the need is real. If one for exercise physiologists existed, with researched problems, courses and people in the same boat, would you want in?

We use your email address for one thing: to tell you if a Space for exercise physiologists launches. We never sell it, never use it for unrelated marketing, and every email has a one-click unsubscribe. Our privacy policy has the full version.

This unlocks nothing. Every figure, every row and every step on this page is already yours, whether you fill this in or not.

No deadline on any of this. The page will still be here, and the data is refreshed on a published schedule rather than when someone wants a headline.

Questions people ask about this job

Will AI replace Exercise Physiologists?
Not as a job, but it is already doing parts of the work. Across the 25 official task statements scored for Exercise Physiologists (United States, SOC 29-1128), 5% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 25 out of 100 (range 20–31, band: low). That is a statement about tasks, not about headcount: this measures what AI could do, not whether any employer adopts it, whether the law allows it, or whether doing the routine parts faster creates more demand for the human parts. Figures are from release 2026-q4.1.
Which tasks in “Exercise Physiologists” can AI already do?
The highest-scoring tasks in release 2026-q4.1 are: “Interpret exercise program participant data to evaluate progress or identify needed program changes” (66/100, high); “Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards,…” (53/100, partial); “Recommend methods to increase lifestyle physical activity” (51/100, partial). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.
Which tasks in “Exercise Physiologists” stay human?
About 72% of this job's task weight sits in work that scores low for AI exposure. The lowest-scoring tasks in release 2026-q4.1 are: “Teach group exercise for low-, medium-, or high-risk clients to improve participant strength, flexibility, endurance, or circulatory functioning” (0/100, minimal); “Provide emergency or other appropriate medical care to participants with symptoms or signs of physical distress” (0/100, minimal); “Calibrate exercise or testing equipment” (0/100, minimal). Low scores usually mean the task needs a body in a room, a legally accountable human, or trust built in real time. Those are the three things the scoring rubric treats as gates rather than obstacles.
What should someone working in “Exercise Physiologists” do about AI?
Start from the ledger rather than the headline: 5% of this job's weighted core work is exposed, and roughly 72% is not. The practical move is to spend more of your week on the tasks that score low, the ones above, and to get fluent at directing AI through the tasks that score high, because those are the parts that change whether or not you are ready for them. This page does not predict your job, and nothing here is career advice tailored to you: the score describes the occupation, not the person.
How is the AI exposure score for Exercise Physiologists calculated?
Each official task statement for the occupation is rated on five published 0–4 dimensions (output replicability, physical embodiment, licensed accountability, real-time human trust, and data availability) by claude-opus-5 using scoring prompt task_scoring_v1.0. The model never writes the score; a published formula turns the five ratings into a 0–100 number, so every score can be recomputed by hand. The occupation figure is the importance-weighted mean across 25 scored tasks. The prompt, the rubric, the formula and the full dataset are published at https://futureproof.collab365.com/method and https://futureproof.collab365.com/data/2026-q4.1 under CC BY 4.0.

Where these numbers come from

About the data on this page

  • One task scored differently between repeat runs, so its range on this page is wider. We would rather show the wobble than hide it.
  • The match between this job and its counterpart in the other country is partial, so the two pages count slightly different groups of people.
  • 1 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
  • Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.
Task statements
onet-dbProcessing: catalogue-bridge → onet-im-rt-weighting → task-scoring → score-aggregation
Task weights
onet-db (im-rt)
Scores
Rubric task_scoring_v1.0, model claude-opus-5, computed 2026-08-05.
Pay and employment
bls-oews (May 2025 estimates (national_M2025_dl.xlsx))bls-oews (May 2025 estimates (national_M2025_dl.xlsx))

Figures on this page come from release 2026-q4.1, published 2026-08-05. Every release keeps its own permanent address, so a figure you cite in March is still there, unchanged, in November.

The plain-English wording on this page is assembled directly from the task statements and the published ratings, not written by hand for this occupation. That is why it is specific, and it is also why we say so.

The routes and free resources further up are today’s, not the release’s (last reviewed 2026-08-05). A route is an offer, not a historical fact, so it moves on its own clock.

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Using these figures?

Cite this

Everything on this site is published under CC BY 4.0. Quote it, chart it, sell something built on it. Just say where it came from, and cite the dated release rather than the site, so the figure you quote stays checkable.

Plain text

Collab365 (2026). Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1 (methodVersion 2.0.0, promptVersion task_scoring_v1.0). https://futureproof.collab365.com/data/2026-q4.1. Licensed CC BY 4.0. Built with O*NET data (USDOL/ETA, CC BY 4.0); ONS data (Open Government Licence v3.0); GAISI task framework (arXiv:2507.22748, MIT); BLS data (public domain).

BibTeX

@misc{collab365futureproof2026q41,
  title        = {Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1},
  author       = {{Collab365}},
  year         = {2026},
  url          = {https://futureproof.collab365.com/data/2026-q4.1},
  note         = {Release 2026-q4.1, methodVersion 2.0.0, promptVersion task_scoring_v1.0, CC BY 4.0}
}

Permalink

https://futureproof.collab365.com/data/2026-q4.1

Data as of release 2026-q4.1, published . Releases never change after publication; when the figures move, a new dated release is published beside this one and this one stays exactly where it is.