Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for Coaches and Scouts:

58.1%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient coaching and scouting work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For coaches and scouts, eight of nine sources had data (only Anthropic was missing), and most agreed on medium AI exposure, though Google ATLAS saw more risk and Will Robots Take My Job saw less. Employer demand came in high, while pay and mobility were softer. That mix of agreement and tension produces medium-high confidence and a "Mostly Resilient" label.

AI Resilience Report forCoaches and Scouts

$47,320 median salary•36,400 annual openings•SOC Code: 27-2022.00

Coaches and Scouts are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Coaching and scouting is labeled "Mostly Resilient" because the heart of the job, motivating athletes, building relationships with families, demonstrating drills, and mentoring young people through tough moments, is deeply human work that AI simply cannot replicate. AI is stepping in to handle the time-consuming background tasks, like breaking down film, tagging plays, and analyzing player stats, which actually frees coaches and scouts to spend more time doing what they do best.

Learn more about how you can thrive in this position

This role is mostly resilient

Coaching and scouting is labeled "Mostly Resilient" because the heart of the job, motivating athletes, building relationships with families, demonstrating drills, and mentoring young people through tough moments, is deeply human work that AI simply cannot replicate. AI is stepping in to handle the time-consuming background tasks, like breaking down film, tagging plays, and analyzing player stats, which actually frees coaches and scouts to spend more time doing what they do best.

Read full analysis

Analysis of current AI resilience

Coaches and Scouts

Updated quarterly

Your move

How can Coaches and Scouts prepare for AI?

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

Latest AI news for Coaches and Scouts

These articles highlight how AI is revolutionizing coaching and scouting careers. For instance, the Jets GM discusses using AI to streamline football operations, allowing scouts and coaches to focus on strategic decision-making. Similarly, the Rajasthan Royals leverage AI for talent scouting and data analysis, enhancing efficiency and insights. As AI continues to reshape these roles, embracing technology will be vital for aspiring coaches and scouts, ensuring they remain competitive and relevant in an evolving sports landscape.

More Career Info

Career: Coaches and Scouts

They train and guide athletes to improve their skills and find new talent by observing games and evaluating players' abilities.

Alternate Titles

Basketball Coach · Coach · Football Coach · Track and Field Coach · Baseball Coach · Cross Country Coach · Gymnastics Coach · Soccer Coach · Softball Coach · Volleyball Coach

Employment & Wage Data

Median Wage

$47,320

Jobs (2025)

298,800

Growth (2025-35)

+6.1%

Annual Openings

36,400

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

95% ResilienceSupplemental

Hire, supervise, and work with extended coaching staff.

2

94% ResilienceCore Task

Perform activities that support a team or a specific sport, such as participating in community outreach activities, meeting with media representatives, and appearing at fundraising events.

3

94% ResilienceSupplemental

Serve as organizer, leader, instructor, or referee for outdoor and indoor games, such as volleyball, football, and soccer.

4

93% ResilienceCore Task

Explain and demonstrate the use of sports and training equipment, such as trampolines or weights.

5

93% ResilienceCore Task

Counsel student athletes on academic, athletic, and personal issues.

6

92% ResilienceCore Task

Plan, organize, and conduct practice sessions.

7

92% ResilienceCore Task

Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.