Arts, Design, Entertainment, Sports, and Media · United States (national)
Coaches and Scouts
How exposed this work is to automation, shown as ranges with the reasoning and sources.
The short version: this role is less exposed to automation, and a near-term shift looks unlikely.
It is a sourced range, not a verdict, and the detail is below.
Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown.
Data snapshot SNAPSHOT-2026-11-06. How it works
AI / softwarerange 2.4 to 26.4
Physical / roboticsrange 14.9 to 38.9
When the change is likely
Largely unaffectedlocal demand growing
What to do about it
Use AI to outpace AI.
Strategies to protect your livelihood, most important first.
1
Stay sharp; urgency is low
This role looks durable. Keep your skills current and watch for shifts in your field.
2
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
3
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.
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Which of my tasks are exposed
Plan, organize, and conduct practice sessions.
50.0
Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.
100.0
Adjust coaching techniques, based on the strengths and weaknesses of athletes.
50.0
Instruct 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.
100.0
Plan strategies and choose team members for individual games or sports seasons.
50.0
Monitor the academic eligibility of student athletes.
26.9
Counsel student athletes on academic, athletic, and personal issues.
100.0
Analyze the strengths and weaknesses of opposing teams to develop game strategies.
50.0
Longer, orange bars are more automatable; short green bars are resistant.
What is driving my result
lowers risk
raises risk
Task: Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.
Task: Instruct 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.
Local demand is growing
How this score is calculated
Map Coaches and Scouts to its standard O*NET task list (8 core tasks).
Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
The two axis scores are the task averages: AI 14.4, robotics 26.9.
The timeline comes from the higher axis (26.9), shifted for local demand (growing), and seniority. It is read against your remaining working years.
Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.
Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS.
Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.