Occupation baseline · Research consensus

Will AI replace Coaches and Scouts?

Lower risk

Baseline AI displacement risk for Coaches and Scouts, aggregated from 4 research sources.

What this score means

Coaches and Scouts leans toward the safer end for Media & Creative. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 26 out of 100 it scores 11 points below the Media & Creative average of 37. Across the 4 sources behind this baseline, individual estimates run from 14 to 35, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Coaches and Scouts, most central first, showing 12 of 27.

01Plan, organize, and conduct practice sessions.
02Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.
03Adjust coaching techniques, based on the strengths and weaknesses of athletes.
04Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.
05Plan strategies and choose team members for individual games or sports seasons.
06Monitor the academic eligibility of student athletes.
07Counsel student athletes on academic, athletic, and personal issues.
08Analyze the strengths and weaknesses of opposing teams to develop game strategies.
09Coordinate travel arrangements and travel with team to away contests.
10Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics.
11Monitor athletes' use of equipment to ensure safe and proper use.
12Keep abreast of changing rules, techniques, technologies, and philosophies relevant to their sport.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Coaches and Scouts for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026
02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
04AI Occupational Exposure to Language Modeling · 2023

Also covers

Athletic Coach · Athletic Instructor · Athletic Scout · Athletics Teacher · Baseball Club Manager · Baseball Coach · Baseball Scout · Basketball Coach and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.