Will AI replace First-Line Supervisors of Personal Service Workers?
AI reaches some of this job’s work, but most of it stays with people.
36/100
Moderate exposure
More exposed to AI than 57% of US workers.
- AI already used in
- 10% of the work
- As AI tools mature: up to
- 51% of the work
What the job involves
Supervise and coordinate activities of personal service workers.
Where AI reaches the work
The job’s main tasks, heaviest first, by how far AI reaches them.
Already happening(2)
- Apply customer feedback to service improvement efforts.
- Recruit and hire staff members.
Within reach(7)
- Assign work schedules, following work requirements, to ensure quality and timely delivery of service.
- Inform management about problems, such as employee disputes.
- Investigate employee complaints and resolve problems following management rules and regulations.
- Resolve customer complaints regarding worker performance or services rendered.
- Inform workers about interests or special needs of specific groups.
and 2 more
Out of reach(8)
- Train workers in proper operational procedures and functions and explain company policies.
- Meet with managers or other supervisors to stay informed of changes affecting operations.
- Observe and evaluate workers' appearance and performance to ensure quality service and compliance with specifications.
- Participate in continuing education to stay abreast of industry trends and developments.
- Take disciplinary action to address performance problems.
and 3 more
Also called
Aquatics Supervisor · Adult Family Home Program Manager · Bar and Restaurant Manager · Clinical Care Coordinator · Clinical Coordinator · Clinical Services Program Manager · Direct Care Supervisor · Housekeeping Supervisor
Related jobs
- First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services36/100
- First-Line Supervisors of Passenger Attendants32/100
- First-Line Supervisors of Office and Administrative Support Workers54/100
- First-Line Supervisors of Food Preparation and Serving Workers23/100
- First-Line Supervisors of Housekeeping and Janitorial Workers25/100
What these numbers mean
The score is the share of this job’s work, weighted by how important and frequent each task is, that AI could do in half the time: tasks an AI model could do alone count in full, tasks that need software built on AI count half.
“AI already used” is the share of the work in tasks where people are recorded using AI today. “As AI tools mature” counts every task AI could halve, with or without extra software.
The percentile compares the score with every job’s, weighted by how many people in the US do each one. Exposure means AI could change how the work is done, not that the job goes away. These are estimates for the typical job, not predictions.
Sources
- O*NET 31.0 Database, U.S. Department of Labor, Employment and Training Administration
- GPTs are GPTs: Labor market impact potential of LLMs (task labels), Eloundou, Manning, Mishkin & Rock (2023), OpenAI and University of Pennsylvania
- Anthropic Economic Index: labor market impacts (task penetration), Anthropic
- Occupational Employment and Wage Statistics, May 2025 (national and metropolitan areas), U.S. Bureau of Labor Statistics