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AI Automation Index
Will AI Replace Exercise Trainers and Group Fitness Instructors?
Task-level automation exposure for Exercise Trainers and Group Fitness Instructors: 20 O*NET tasks scored against their work activities, plus the simulator.
E-E-A-T Verified
Developed & audited by Gini Loh Automation Exposure
35%
weighted task index
20 of 20 tasks scored
Median Salary
$47,160 / year
BLS OEWS, May 2025 — this exact occupation
Employment Level
Very High
322,930 people hold this job — size, not growth
Projected 2025–35
+7.3%
employment change
68,000 openings a year · BLS line item
Pay by state
BLS OEWS publishes 52 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$22,020 – $64,620
Highest medians
Massachusetts $64,620
Connecticut $61,580
New Jersey $59,870
Oregon $58,510
California $57,990
Lowest medians
Puerto Rico $22,020
Mississippi $30,540
Nebraska $31,440
Indiana $34,960
Kansas $35,900
State figures come from the 39-9031 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.
What the score is made of
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Automation potential 35%
Importance-weighted mean of the scored tasks. This is the headline index.
Physical work 12%
Share of weighted tasks in hands-on or machine-operating work activities.
Judgment & influence 75%
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Routine administration 3%
Share in documenting, recording, and administrative activities.
Rewritten by O*NET 0%
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
Consequence of error 14/100
Low
O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.
Constituent Task Mix
20 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
High exposure (≥ 60% of the task is automatable) 4%
1 tasks
Medium exposure (≥ 35%) 50%
11 tasks
Low exposure (below 35%) 45%
8 tasks
How would you survive?
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Emerging & rewritten tasks
Tasks O*NET added or rewrote for this occupation in its recent updates (05/2025 – 08/2026), with who proposed them. Additions are not in the scored task inventory — they are new work O*NET is still measuring, so they appear here and nowhere in the index. A Revision replaces a task that is scored, which is why only those move the "Rewritten by O*NET" share.
- New 08/2025 · Occupational Expert
Adjust workout programs and provide variations to address injuries or muscle soreness.
Constituent Tasks
#4559 · Core · 40% automatable
Observe participants and inform them of corrective measures necessary for skill improvement.
decision support — Capability assessment aided by records, human decides
Evaluate capabilities or training needs. Teach exercise or fitness techniques.
#4557 · Core · 20% automatable
Offer alternatives during classes to accommodate different levels of fitness.
physical manipulation — Fitness technique teaching requires physical demonstration
Teach exercise or fitness techniques.
#4565 · Core · 20% automatable
Monitor participants' progress and adapt programs as needed.
physical manipulation — Fitness technique teaching requires physical demonstration
Teach exercise or fitness techniques.
#4558 · Core · 55% automatable
Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.
text generation — Drafts training programs; needs analysis and delivery human
Develop educational or training programs.
#4566 · Core · 57% automatable
Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.
decision support — Capability assessment aided by records, human decides
Evaluate capabilities or training needs. Develop educational or training programs.
#4561 · Core · 20% automatable
Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.
physical manipulation — Fitness technique teaching requires physical demonstration
Teach exercise or fitness techniques.
#4562 · Core · 25% automatable
Teach and demonstrate use of gymnastic and training equipment, such as trampolines and weights.
physical manipulation — Demonstrating techniques is physical, hands-on work
Demonstrate activity techniques or equipment use. Teach exercise or fitness techniques.
#4556 · Core · 39% automatable
Explain and enforce safety rules and regulations governing sports, recreational activities, and the use of exercise equipment.
information retrieval — AI explains policies; human handles live questions
Enforce rules or regulations. Explain regulations, policies, or procedures.
#4560 · Core · 20% automatable
Teach proper breathing techniques used during physical exertion.
physical manipulation — Fitness technique teaching requires physical demonstration
Teach exercise or fitness techniques.
#4563 · Core · 15% automatable
Maintain fitness equipment.
physical manipulation — Basic equipment maintenance requires hands-on work
Perform basic equipment maintenance.
#4568 · Core · 40% automatable
Provide students with information and resources regarding nutrition, weight control, and lifestyle issues.
interpersonal — Hygiene teaching is interpersonal and situational
Teach health or hygiene practices.
#4569 · Core · 5% automatable
Administer emergency first aid, wrap injuries, treat minor chronic disabilities, or refer injured persons to physicians.
physical manipulation — Administering first aid requires physical intervention
Administer first aid.
#4575 · Core · 50% automatable
Maintain equipment inventories, and select, store, or issue equipment as needed.
data analysis — Supply inventory tracking and reorder largely automatable
Maintain supply or equipment inventories. Distribute resources to patrons or employees.
#4570 · Core · 70% automatable
Advise clients about proper clothing and shoes.
information retrieval — Product-use advice is largely informational with review
Advise customers on the use of products or services.
#4564 · Supplemental · 40% automatable
Conduct therapeutic, recreational, or athletic activities.
interpersonal — Event organizing aided; logistics and presence human
Organize recreational activities or events.
#4567 · Supplemental · 55% automatable
Plan physical education programs to promote development of participants' physical attributes and social skills.
text generation — Drafts training programs; needs analysis and delivery human
Develop educational or training programs.
#4572 · Supplemental · 25% automatable
Teach individual and team sports to participants through instruction and demonstration, using knowledge of sports techniques and of participants' physical capabilities.
physical manipulation — Demonstrating techniques is physical, hands-on work
Demonstrate activity techniques or equipment use. Teach exercise or fitness techniques.
#4573 · Supplemental · 53% automatable
Promote health clubs through membership sales, and record member information.
text generation — Maintain client records; human owns sensitive judgment
Maintain client information or service records. Sell products or services. Promote products, services, or programs.
#4576 · Supplemental · 40% automatable
Organize and conduct competitions and tournaments.
interpersonal — Event organizing aided; logistics and presence human
Organize recreational activities or events.
#4577 · Supplemental · 50% automatable
Advise participants in use of heat or ultraviolet treatments and hot baths.
decision support — Medical/cosmetic advice needs accountable clinical judgment
Provide medical or cosmetic advice for clients.
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How this was scored
- 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
- 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
- 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
- 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
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