Spa Managers
Plan, direct, or coordinate activities of a spa facility. Coordinate programs, schedule and direct staff, and oversee financial activities.
$69,770 a year (for the broader BLS group this job sits in).
of the working time. Estimate.
- 55%
- 27%
- 19%
Measured, from Anthropic's usage data (2025). Counts help on part of a task.
On the chosen pace and reliability. Estimate.
Share of the working time within reach, now to 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, 2%. With Claude Mythos Preview (early), measured in April 2026, 33%. Today's estimate: 36%.
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 . 21 tasks from .
| Task | Kind | |||
|---|---|---|---|---|
| Train staff in the use or sale of products, programs, or activities.Done more than monthly by most who do it. | 13% | 1.3 h25 min to 2.5 h | Stays with people | |
| Perform accounting duties, such as recording daily cash flow, preparing bank deposits, or generating financial statements.Done daily by most who do it. | 10% | 50 min25 min to 2.5 h | Stays with people | |
| Develop or implement marketing strategies.Done more than monthly by most who do it. AI observed on this task. | 10% | 5 h1.7 h to 1.7 work days | 17%Half by Apr 2027 | |
| Establish spa budgets and financial goals.Done more than yearly by most who do it. | 8% | 6.7 h1.7 h to 2.1 work days | 9%Half by Aug 2027 | |
| Coordinate facility schedules to maximize usage and efficiency.Done daily by most who do it. | 7% | 50 min17 min to 1.7 h | 96%Half by now | |
| Plan or direct spa services and programs.Done more than monthly by most who do it. AI observed on this task. | 6% | 2.5 h50 min to 6.7 h | Stays with people | |
| Schedule guest appointments.Done hourly or more by most who do it. AI observed on this task. | 6% | 13 min4 min to 38 min | 99%Half by now | |
| Respond to customer inquiries or complaints.Done daily by most who do it. AI observed on this task. | 5% | 17 min4 min to 50 min | 96%Half by now | |
| Assess employee performance and suggest ways to improve work.Done more than yearly by most who do it. AI observed on this task. | 4% | 50 min25 min to 1.7 h | 99%Half by now | |
| Inventory products and order new supplies.Done more than weekly by most who do it. | 4% | 1.3 h25 min to 3.3 h | Stays with people | |
| Sell products, services, or memberships.Done more than weekly by most who do it. | 4% | 17 min8 min to 38 min | Stays with people | |
| Maintain client databases.Done daily by most who do it. | 3% | 25 min13 min to 1.3 h | 100%Half by now |
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.
- Fitness and Wellness Coordinators26% now, 66% by 2028
- First-Line Supervisors of Personal Service Workers37% now, 45% by 2028
- Skincare Specialists21% now, 21% by 2028
- Lodging Managers27% now, 54% by 2028
- First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services24% now, 30% by 2028
- Medical and Health Services Managers11% now, 63% by 2028
Where this job works
The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.
Where the most of these jobs are
The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.