Skip to content
Singulariki

Umpires, Referees, and Other Sports Officials vs Exercise Trainers and Group Fitness Instructors

Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index

A factual, source-backed comparison of Umpires, Referees, and Other Sports Officials and Exercise Trainers and Group Fitness Instructors on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”

Umpires, Referees, and Other Sports Officials Exercise Trainers and Group Fitness Instructors
Median pay · BLS OEWS
$38,820
$46,180
Employment · BLS OEWS
15,080
303,620
AI exposure (percentile) · task overlap, not automation
25th pct
36th pct

At a glance

Dimension Umpires, Referees, and Other Sports Officials Exercise Trainers and Group Fitness Instructors
Median pay $38,820 $46,180
Employment 15,080 303,620
Employment outlook (2024–34) · BLS projection About average (+5.7%) Growing fast (+11.9%)
Annual openings · BLS projection 4,600 74,200
Typical education · O*NET Usually requires a high school diploma or GED, though some occupations may not. Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.
AI exposure · published exposure studies Low · 25th pct Moderate · 36th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 71st pct · 37% of tasks 45th pct · 25% of tasks
Observed AI use · Anthropic Economic Index Augmentation-leaning (61.4%) Augmentation-leaning (77.0%)
Mostly remote-capable · Dingel–Neiman No No

Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.

Skills

Shared: Oral Expression, Oral Comprehension, Speaking, Problem Sensitivity, Speech Clarity, English Language, Critical Thinking, Active Listening, Judgment and Decision Making, Deductive Reasoning, Monitoring, Selective Attention, Reading Comprehension, Active Learning, Learning Strategies, Social Perceptiveness, Coordination, Written Comprehension, Inductive Reasoning, Trunk Strength, Education and Training, Instructing, Time Management, Information Ordering, Category Flexibility, Stamina.

Specific to Umpires, Referees, and Other Sports Officials

  • Far Vision
  • Near Vision
  • Speech Recognition
  • Flexibility of Closure
  • Perceptual Speed
  • Time Sharing
  • Complex Problem Solving
  • Memorization

Specific to Exercise Trainers and Group Fitness Instructors

  • Customer and Personal Service
  • Extent Flexibility
  • Gross Body Coordination
  • Service Orientation
  • Psychology
  • Static Strength
  • Dynamic Strength
  • Fluency of Ideas

Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).

Tools & technology

Shared: Spreadsheet software , Office suite software , Electronic mail software , Presentation software , Word processing software , Data base user interface and query software , Internet browser software .

Specific to Umpires, Referees, and Other Sports Officials

Specific to Exercise Trainers and Group Fitness Instructors

Full profiles

This page is a summary. See the complete source-backed profile for Umpires, Referees, and Other Sports Officials or Exercise Trainers and Group Fitness Instructors — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.

More comparisons

Related occupations you can place side by side on the same sourced scale.

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.

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

Cite this page
Plain

Singulariki. "Umpires, Referees, and Other Sports Officials vs Exercise Trainers and Group Fitness Instructors." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/umpires-referees-and-other-sports-officials-vs-exercise-trainers-and-group-fitness-instructors

APA

Singulariki. (2026). Umpires, Referees, and Other Sports Officials vs Exercise Trainers and Group Fitness Instructors. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/umpires-referees-and-other-sports-officials-vs-exercise-trainers-and-group-fitness-instructors

BibTeX 
@misc{singulariki-umpires-referees-and-other-sports-officials-vs-exercise-trainers-and-group-fitness-instructors,
  title  = {Umpires, Referees, and Other Sports Officials vs Exercise Trainers and Group Fitness Instructors},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/umpires-referees-and-other-sports-officials-vs-exercise-trainers-and-group-fitness-instructors}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.