Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.

“Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.” is a core task performed by Exercise Trainers and Group Fitness Instructors. Among the occupation's 22 rated tasks, workers place it 19th by importance (#4 most important). About 100% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Develop educational programs, plans, or procedures. in Thinking Creatively

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T1.

Other tasks in this occupation

• Observe participants and inform them of corrective measures necessary for skill improvement. · importance 4.9
• Offer alternatives during classes to accommodate different levels of fitness. · importance 4.8
• Monitor participants' progress and adapt programs as needed. · importance 4.8
• Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements. · importance 4.5
• Instruct participants in maintaining exertion levels to maximize benefits from exercise routines. · importance 4.5
• Teach and demonstrate use of gymnastic and training equipment, such as trampolines and weights. · importance 4.5
• Explain and enforce safety rules and regulations governing sports, recreational activities, and the use of exercise equipment. · importance 4.4
• Teach proper breathing techniques used during physical exertion. · importance 4.2
• Maintain fitness equipment. · importance 4.1
• Provide students with information and resources regarding nutrition, weight control, and lifestyle issues. · importance 3.8
• Conduct therapeutic, recreational, or athletic activities. · importance 3.8
• Plan physical education programs to promote development of participants' physical attributes and social skills. · importance 3.8
• Administer emergency first aid, wrap injuries, treat minor chronic disabilities, or refer injured persons to physicians. · importance 3.7
• Maintain equipment inventories, and select, store, or issue equipment as needed. · importance 3.7

See all tasks on the Exercise Trainers and Group Fitness Instructors page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-4558,
  title  = {Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-4558}
}