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Coaches and Scouts

Instruct or coach groups or individuals in the fundamentals of sports for the primary purpose of competition. Demonstrate techniques and methods of participation. May evaluate athletes' strengths and weaknesses as possible recruits or to improve the athletes' technique to prepare them for competition. Those required to hold teaching certifications should be reported in the appropriate teaching category.

248,950 people do this job in the US. $47,320 a year.

now
24%

of the working time. Estimate.

Kinds of work
  • 38%
  • 20%
  • 42%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 38% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 19%. Today's estimate: 24%.

0%10%20%30%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 4% within reachClaude Opus 4.5, November 2025: 4% within reachGPT-5.2, December 2025: 6% within reachClaude Opus 4.6, February 2026: 6% within reachClaude Mythos Preview (early), April 2026: 19% within reachToday (estimate), September 2026: 24% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 27 tasks from .

TaskKind
Arrange and conduct sports-related activities, such as training camps, skill-improvement courses, clinics, and pre-season try-outs.Done more than yearly by most who do it. 12%6.7 h3.3 h to 2.1 work daysStays with people
Plan strategies and choose team members for individual games or sports seasons.Done daily by most who do it. 9%2.5 h50 min to 5 h55%Half by now
Analyze the strengths and weaknesses of opposing teams to develop game strategies.Done more than weekly by most who do it. 8%2.5 h50 min to 6.7 h46%Half by Oct 2026
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.Done daily by most who do it. 6%1.1 h25 min to 2.1 hStays with people
Plan, organize, and conduct practice sessions.Done daily by most who do it. 6%1.7 h50 min to 3.3 hStays with people
Serve as organizer, leader, instructor, or referee for outdoor and indoor games, such as volleyball, football, and soccer.Done more than yearly by most who do it.6%2.5 h50 min to 4.2 hStays with people
Hire, supervise, and work with extended coaching staff.Done yearly or less by most who do it.5%2.5 h50 min to 6.7 hStays with people
Identify and recruit potential athletes by sending recruitment letters, meeting with recruits, and arranging and offering incentives, such as athletic scholarships.Done daily by most who do it.5%2.5 h50 min to 1 work dayStays with people
Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.Done daily by most who do it. 5%50 min25 min to 2.5 h95%Half by now
Plan and direct physical conditioning programs that will enable athletes to achieve maximum performance.Done daily by most who do it.5%2.5 h50 min to 6.7 hStays with people
Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics.Done daily by most who do it. 4%1.3 h38 min to 3.3 h90%Half by now
Adjust coaching techniques, based on the strengths and weaknesses of athletes.Done daily by most who do it. 4%50 min17 min to 1.7 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).