As of June 2026, First-Line Supervisors of Personal Service Workers has an AI-exposure score of 62/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.
First-Line Supervisors of Personal Service Workers
More exposed than 74% of the roles we track. Median pay ~US$48,590. About 16,300 projected openings a year (BLS 2024–34 — growth plus replacement).
Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.
How you compare to similar Personal Care roles
Your tasks, by AI exposure
- Arrange worker breaks to ensure services are adequately staffed throughout each shift.
- Assign work schedules, following work requirements, to ensure quality and timely delivery of service.
- Inform workers about interests or special needs of specific groups.
- Resolve customer complaints regarding worker performance or services rendered.
- Apply customer feedback to service improvement efforts.
- Inform management about problems, such as employee disputes.
- Take disciplinary action to address performance problems.
- Observe and evaluate workers' appearance and performance to ensure quality service and compliance with specifications.
- Direct marketing, advertising, or other customer recruitment efforts.
- Train workers in proper operational procedures and functions and explain company policies.
- Recruit and hire staff members.
- Requisition necessary supplies, equipment, or services.
- Direct or coordinate the activities of workers, such as hotel staff or hair stylists.
- Participate in continuing education to stay abreast of industry trends and developments.
- Investigate employee complaints and resolve problems following management rules and regulations.
- Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance.
- Meet with managers or other supervisors to stay informed of changes affecting operations.
No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (53%).
Safer adjacent roles
Your AI-Safe Career Report
Every task scored with what to do about it · 5–10 safer roles with salary, demand & reachability · skill-gap map · a 30/60/90-day roadmap · plus a résumé & LinkedIn rewrite · PDF.
Grounded in O*NET + the Anthropic Economic Index + BLS — personalized to your role.
Workers with AI skills earn a roughly 62% wage premium — adapting pays. — PwC Global AI Jobs Barometer, 2026
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