AI exposure by occupation, O*NET 11-9179.02

Will AI replace Spa Managers?

Spa Managers: AI can already handle 15 of 21 tasks; the work mostly needs a frontier-tier model.

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Every task, scored

The 21 tasks O*NET 30.3 lists for Spa Managers, from most to least exposed. 15 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Verify staff credentials, such as educational and certification requirements. 80 Estimated Efficient 3.8
Respond to customer inquiries or complaints. 79 Observed Standard 4.7
Develop or implement marketing strategies. 79 Observed Frontier 4.1
Schedule guest appointments. 75 Estimated Efficient 4.6
Perform accounting duties, such as recording daily cash flow, preparing bank deposits, or generating financial statements. 75 Estimated Standard 4.2
Monitor operations to ensure compliance with applicable health, safety, or hygiene standards. 75 Estimated Standard 4.2
Sell products, services, or memberships. 75 Estimated Frontier 4.1
Recruit, interview, or hire employees. 75 Estimated Frontier 4.1
Inventory products and order new supplies. 75 Estimated Frontier 4.0
Inform staff of job responsibilities, performance expectations, client service standards, or corporate policies and guidelines. 75 Estimated Standard 4.0
Establish spa budgets and financial goals. 75 Estimated Frontier 4.0
Schedule staff or supervise scheduling. 75 Estimated Frontier 3.8
Check spa equipment to ensure proper functioning. 75 Estimated Standard 3.7
Assess employee performance and suggest ways to improve work. 65 Estimated Standard 4.1
Maintain client databases. 65 Observed Standard 4.5
Coordinate facility schedules to maximize usage and efficiency. 50 Estimated Efficient 4.4
Plan or direct spa services and programs. 50 Estimated Frontier 4.1
Develop staff service or retail goals and guide staff in goal achievement. 50 Estimated Standard 3.6
Train staff in the use or sale of products, programs, or activities. 35 Estimated Efficient 4.0
Participate in continuing education classes to maintain current knowledge of industry. 20 Estimated Efficient 3.9
Direct facility maintenance or repair. 20 Estimated Standard 3.8

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 3 of 21 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 18 of 21. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

US employment
10,450
Median annual wage
$69,770
Middle half of earners
$54,130 to $94,440
Projected change, 2024 to 2034
+6.5%

Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Spa Managers and AI

Will AI replace Spa Managers?

AI already handles 15 of the 21 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 64 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +6.5% from 2024 to 2034.

What is the AI exposure of Spa Managers?

64 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 3 of the 21 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 18 are estimated from each task's O*NET work activity.

Which Spa Managers tasks can AI already do?

The tasks with the highest exposure are: Verify staff credentials, such as educational and certification requirements; Respond to customer inquiries or complaints; Develop or implement marketing strategies. They are three of the 15 tasks that reach 60 or more.

What AI model tier does this role need?

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How many people work as Spa Managers, and what do they earn?

10,450 people in the United States, with a median annual wage of $69,770 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +6.5% from 2024 to 2034.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Spa Managers. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/spa-managers

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