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.

AI Exposure Score for

First-Line Supervisors of Personal Service Workers

62/100
Elevated exposure
LowModerateElevatedHighVery High

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.

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How you compare to similar Personal Care roles

First-Line Supervisors of Personal Service Workers (you)
62
First-Line Supervisors of Gambling Services Workers
62
Concierges
60
Gambling and Sports Book Writers and Runners
58
Travel Guides
58
Residential Advisors
54
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Your tasks, by AI exposure

Automatable
  • 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.
Augmentable
  • 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.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (53%).

Safer adjacent roles

First-Line Supervisors of Office and Administrative Support Workers
80% skills overlap · High exposure · ~US$69,500
65
First-Line Supervisors of Housekeeping and Janitorial Workers
72% skills overlap · Elevated exposure · ~US$49,100
58
First-Line Supervisors of Non-Retail Sales Workers
64% skills overlap · High exposure · ~US$87,520
63
First-Line Supervisors of Mechanics, Installers, and Repairers
56% skills overlap · Elevated exposure · ~US$79,860
59
First-Line Supervisors of Food Preparation and Serving Workers
40% skills overlap · Elevated exposure · ~US$44,080
56
First-Line Supervisors of Retail Sales Workers
40% skills overlap · Elevated exposure · ~US$48,520
56

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.