Coaches and Scouts

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

No strongly automatable task in the current data release.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Contact the parents of players to provide information and answer questions.50
• Coordinate travel arrangements and travel with team to away contests.39

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• 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.8
• Analyze the strengths and weaknesses of opposing teams to develop game strategies.12
• Counsel student athletes on academic, athletic, and personal issues.14

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 27 puts Coaches and Scouts in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 20 analyzed tasks lean automatable, 2 augmentable, and 18 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: lean into the durable core above and adopt AI on the routine remainder before it becomes a mandate.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $47,320median wage
• 248,950employed
• 41,800annual openings
• +6.4%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Umpires, Referees, and Other Sports Officials 40
• Athletes and Sports Competitors 24
• Exercise Trainers and Group Fitness Instructors 30
• Athletic Trainers 42
• Self-Enrichment Teachers 34
• Training and Development Specialists 56

FAQ — Coaches and Scouts

What does a score of 27 mean for a Coaches and Scouts?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 27 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: 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; Analyze the strengths and weaknesses of opposing teams to develop game strategies; Counsel student athletes on academic, athletic, and personal issues. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.