# Exercise Trainers and Group Fitness Instructors

> Instruct or coach groups or individuals in exercise activities for the primary purpose of personal fitness. Demonstrate techniques and form, observe participants, and explain to them corrective measures necessary to improve their skills. Develop and implement individualized approaches to exercise.

- **SOC code:** 39-9031.00
- **Canonical URL:** https://singulariki.com/roles/role-39-9031-00
- **Also known as:** Aerobics Instructor, Fitness Instructor, Group Fitness Instructor, Personal Trainer, Fitness Specialist, Fitness Trainer, Group Exercise Instructor, Private Trainer
- **Frame:** "AI exposure" means task overlap (how codifiable the work is), not jobs lost or a forecast. Every figure below is traced to a named public dataset.

## What this work is

**Core tasks** (O*NET):
- Observe participants and inform them of corrective measures necessary for skill improvement.
- Offer alternatives during classes to accommodate different levels of fitness.
- Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.
- Monitor participants' progress and adapt programs as needed.
- Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.
- Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.
- Teach and demonstrate use of gymnastic and training equipment, such as trampolines and weights.
- Explain and enforce safety rules and regulations governing sports, recreational activities, and the use of exercise equipment.
- Teach proper breathing techniques used during physical exertion.
- Maintain fitness equipment.
- Provide students with information and resources regarding nutrition, weight control, and lifestyle issues.
- Conduct therapeutic, recreational, or athletic activities.

**Emerging tasks** (O*NET):
- Adjust workout programs and provide variations to address injuries or muscle soreness.

## Skills, tools, capabilities

**Knowledge, skills & abilities** (O*NET, highest importance first):
- Customer and Personal Service _(knowledge)_
- Instructing _(transferable_skill)_
- Oral Expression _(ability)_
- Stamina _(ability)_
- Extent Flexibility _(ability)_
- Gross Body Coordination _(ability)_
- Education and Training _(knowledge)_
- Service Orientation _(transferable_skill)_
- English Language _(knowledge)_
- Speaking _(essential_skill)_
- Psychology _(knowledge)_
- Trunk Strength _(ability)_

**Skills in demand:**
- Instructing _(Specialized Skill)_
- English Language _(Common Skill)_
- Psychology _(Specialized Skill)_
- Active Listening _(Common Skill)_
- Social Perceptiveness _(Common Skill)_
- Learning Strategies _(Specialized Skill)_
- Time Management _(Common Skill)_
- Speech Recognition _(Specialized Skill)_
- Reading Comprehension _(Common Skill)_
- Microsoft Word _(Common Skill)_
- Microsoft PowerPoint _(Common Skill)_
- Microsoft Outlook _(Common Skill)_

**Tools & technology:**
- Intuit QuickBooks _(hot technology)_
- Microsoft Excel _(hot technology)_
- Microsoft Office software _(hot technology)_
- Microsoft Outlook _(hot technology)_
- Microsoft PowerPoint _(hot technology)_
- Microsoft Word _(hot technology)_
- Appointment scheduling software
- BioEx Systems Exercise Expert
- BioEx Systems Fitness Maker
- BioEx Systems Nutrition Maker Plus
- Blink
- DaySmart Software Appointment-Plus

## AI exposure & outlook

- **AI task-overlap index:** 10th percentile (Low) across all occupations — composite of current-era exposure studies (ai-exposure-index-v1).
- **Overall AI exposure (Felten et al.):** 0th percentile (Low) — source: felten_aioe.
- **LLM task exposure, γ (OpenAI / Eloundou):** 6th percentile (Low) — source: eloundou_gamma.
- **AI assistant applicability (Microsoft):** 36th percentile (Moderate) — source: microsoft_applicability.
- **Frey–Osborne (2013, historical computerization estimate):** 28th percentile — kept separate from current-era studies.
- **Remote-capable (Dingel–Neiman):** no — task structure, not who actually works remote.
- **Projected employment (BLS 2024–34):** 11.9% growth (Growing fast); 74.2k annual openings; 370.1k → 414.2k jobs.
- **Pay & employment (BLS OEWS, May 2024):** median $46,180; 303,620 employed.

## How people actually use AI here

Anthropic Economic Index — measured AI conversations mapped to this occupation's tasks:

- **Automation vs augmentation:** — automation, 77% augmentation (usage-weighted).
- **Autonomy median:** 4.0 (higher = AI acts more independently).
- **Dominant collaboration mode:** learning.

**Tasks most handed to AI here:**
- Instruct participants in maintaining exertion levels to maximize benefits from exercise routines. _(0.6% of measured AI use; learning)_

**Example prompts (honest phrasings of the tasks above — starting points, not endorsed instructions):**
- Help me instruct participants in maintaining exertion levels to maximize benefits from exercise routines.

## Sources

- **O*NET** (30.3) — U.S. Department of Labor / National Center for O*NET Development. https://www.onetcenter.org/database.html
- **BLS Occupational Employment and Wage Statistics (OEWS)** (May 2024) — U.S. Bureau of Labor Statistics. https://www.bls.gov/oes/
- **BLS Employment Projections** (2024–2034) — U.S. Bureau of Labor Statistics. https://www.bls.gov/emp/
- **Anthropic Economic Index** (v4 (2026-01-15) + v2 (2025-03-27)) — Anthropic. https://www.anthropic.com/economic-index
- **Microsoft “Working with AI”** (working-with-ai) — Microsoft Research. https://www.microsoft.com/en-us/research/
- **“GPTs are GPTs” (Eloundou et al.)** (arXiv 2303.10130) — OpenAI / academic. https://arxiv.org/abs/2303.10130
- **AI Occupational Exposure (AIOE)** (Felten, Raj & Seamans) — academic. https://github.com/AIOE-Data/AIOE
- **Frey & Osborne (2013)** (frey-osborne-automation) — academic. https://www.oxfordmartin.ox.ac.uk/publications/the-future-of-employment/
- **Dingel & Neiman (2020)** (dingel-neiman-workathome) — academic. https://github.com/jdingel/DingelNeiman-workathome

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_Generated from Singulariki's joined dataset; data snapshot 2026-06-02T21:00:32.945303+00:00. https://singulariki.com/roles/role-39-9031-00_