First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services
Also called: Guest Services Manager, Hair Salon Manager, Recreation Coordinator, Salon ManagerDirectly supervise and coordinate activities of entertainment and recreation related workers.
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What the data says: AI could halve the time on 8 of its 19 tasks, and jobs are projected to grow 5.3% by 2035. How to think about this →
About this projection
BLS builds AI into its projections where the research supports it: “BLS generally applies adjustments based on this research conservatively, where there is convincing evidence for a change.”
It also notes a limit: “BLS projection methods are not designed to capture extremely rapid technological change.”
On its AI exposure groups, BLS says exposure “does not imply job loss.”
Recent conditions
- In 2024, 3.8% of people in this work were unemployed, against 3.8% across all occupations Census ACS 2024, all workers in the Census group “Supervisors of personal care and service workers”
- From Sep 2025 to Aug 2026, 11.1 hires for every 10 job openings in arts, entertainment, and recreation, which employs about 43% of people in this work, against 7.3 across all industries BLS JOLTS
One box per opening, filled for each hire; hires beyond the openings are added in a lighter shade. Higher can mean openings get filled, or that people leave often; lower, that jobs go unfilled, or hiring is slow.11.1 this industry7.3 all industries
Median pay by state BLS OEWS May 2025, state estimates
Tap a state for its figures.
Median pay in every state
| State | Median | Middle half earn | Jobs |
|---|---|---|---|
| Alabama | $43,460 | $34,370 to $56,880 | 2,100 |
| Alaska | $54,530 | $43,630 to $73,390 | 490 |
| Arizona | $45,350 | $38,980 to $57,740 | 2,410 |
| Arkansas | $36,830 | $29,140 to $47,860 | 540 |
| California | $53,620 | $45,050 to $70,770 | 13,620 |
| Colorado | $58,640 | $45,950 to $72,500 | 4,150 |
| Connecticut | $53,980 | $45,500 to $65,740 | 1,820 |
| Delaware | $59,790 | $47,540 to $66,230 | 390 |
| District of Columbia | $62,090 | $41,130 to $86,080 | 290 |
| Florida | $50,110 | $39,870 to $63,050 | 6,490 |
| Georgia | $44,400 | $35,400 to $57,630 | 3,100 |
| Guam | $28,850 | $24,650 to $35,000 | 50 |
| Hawaii | $55,700 | $46,290 to $69,770 | 720 |
| Idaho | $45,340 | $32,390 to $58,490 | 580 |
| Illinois | $47,020 | $39,600 to $60,370 | 4,270 |
| Indiana | $46,560 | $38,260 to $56,330 | 1,760 |
| Iowa | $41,950 | $34,300 to $48,520 | 1,340 |
| Kansas | $48,860 | $38,390 to $65,580 | 1,170 |
| Kentucky | $41,870 | $34,210 to $59,380 | 990 |
| Louisiana | $41,350 | $31,330 to $52,000 | 750 |
| Maine | $59,050 | $47,350 to $67,020 | 320 |
| Maryland | $49,510 | $41,590 to $62,910 | 1,680 |
| Massachusetts | $56,990 | $47,540 to $71,990 | 2,700 |
| Michigan | $43,540 | $36,970 to $52,000 | 2,860 |
| Minnesota | $50,410 | $38,180 to $62,250 | 1,800 |
| Mississippi | $42,590 | $31,200 to $53,390 | 590 |
| Missouri | $47,530 | $37,380 to $59,900 | 1,190 |
| Montana | $47,840 | $37,170 to $69,360 | 500 |
| Nebraska | $44,910 | $38,020 to $54,990 | 620 |
| Nevada | $48,170 | $36,500 to $60,440 | 1,750 |
| New Hampshire | $52,580 | $45,010 to $64,110 | 750 |
| New Jersey | $52,360 | $44,870 to $63,780 | 3,530 |
| New Mexico | $37,220 | $35,680 to $42,540 | 200 |
| New York | $51,320 | $45,490 to $63,030 | 3,250 |
| North Carolina | $49,040 | $39,790 to $62,760 | 3,590 |
| North Dakota | $46,220 | $34,900 to $58,740 | 160 |
| Ohio | $46,310 | $37,880 to $56,360 | 4,280 |
| Oklahoma | $40,110 | $34,320 to $48,470 | 740 |
| Oregon | $48,780 | $43,620 to $60,680 | 1,150 |
| Pennsylvania | $45,760 | $38,820 to $57,040 | 3,730 |
| Puerto Rico | $27,990 | $24,210 to $34,720 | 350 |
| Rhode Island | $46,080 | $40,710 to $67,100 | 360 |
| South Carolina | $49,550 | $37,790 to $64,170 | 1,680 |
| South Dakota | $44,470 | $38,530 to $51,460 | 210 |
| Tennessee | $44,040 | $35,440 to $55,980 | 1,180 |
| Texas | $44,690 | $36,530 to $58,040 | 8,060 |
| Utah | $44,870 | $35,440 to $58,880 | 1,730 |
| Vermont | $51,510 | $46,920 to $62,310 | 310 |
| Virginia | $47,410 | $38,700 to $61,740 | 3,060 |
| Washington | $62,900 | $50,160 to $82,390 | 2,010 |
| West Virginia | $36,230 | $29,540 to $43,610 | 420 |
| Wisconsin | $49,100 | $39,800 to $62,980 | 1,620 |
| Wyoming | $53,580 | $42,470 to $68,220 | 200 |
Nationally: $48,560. Shades run from the lowest state median to the highest; a territory below that range takes the lightest. How to read this
How AI touches the work
What AI could speed up, task by task, and where people already use it.
AI could halve the time on 8 of its 19 tasks
| AI rating | Its main tasks | Share of Claude conversations May 2026 |
|---|---|---|
| AI alone | Furnish customers with information on events or activities. | under 0.01% |
| AI alone | Collaborate with staff members to plan or develop programs of events or schedules of activities. | 0.03% |
| AI alone | Resolve customer complaints regarding worker performance or services rendered. | Not published |
| Not much | Train workers in proper operational procedures and functions and explain company policies. | Not published |
| AI + software | Assign work schedules, following work requirements, to ensure quality and timely delivery of service. | Not published |
| Not much | Meet with managers or other supervisors to stay informed of changes affecting workers or operations. | Not published |
See all 19 tasks
| Not much | Direct or coordinate the activities of entertainment and recreation related workers. | Not published |
| Not much | Provide staff with assistance in performing difficult or complicated duties. | under 0.01% |
| AI alone | Inform workers about interests or special needs of specific groups. | Not published |
| Not much | Plan, direct, or supervise recreational and entertainment activities led by staff, such as sports, aquatics, games, or performing arts. | Not published |
| Not much | Take disciplinary action to address performance problems. | Not published |
| AI alone | Apply customer feedback to service improvement efforts. | Not published |
| Not much | Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance. | Not published |
| Not much | Requisition supplies and equipment necessary for workers to facilitate recreational or entertainment activities, such as safety harnesses, flash lights, or first aid kits. | Not published |
| Not much | Observe and evaluate workers' appearance and performance to ensure quality service and compliance with specifications. | Not published |
| AI + software | Recruit and hire staff members. | Not published |
| Not much | Serve as a point of contact between managerial staff and leaders of recreational or entertainment activities. | Not published |
| AI + software | Analyze and record personnel or operational data and write related activity reports. | 0.03% |
| Not much | Participate in continuing education to stay abreast of industry trends and developments. | Not published |
Ordered by how important O*NET's respondents rate each task (1 to 5) times the share who say it is part of their job. The ordering is ours. 4 of the 19 have a published share of Claude conversations; “not published” means too few conversations for Anthropic to publish a figure.
Where people already use AI
The tasks above say what AI could speed up. This shows what people are using it for. Its 19 tasks fall under 18 work activities that many occupations share, and Microsoft counted how often each one came up in 200,000 conversations with its Copilot assistant in 2024.
- #3 Respond to customer problems or inquiries
- #4 Maintain current knowledge in area of expertise
- #11 Provide information to guests, clients, or customers
- and 3 more, in the table below
| Work activity | This occupation's tasks under it | People asked AI for help in 10,000 conversations |
AI did it for them in 10,000 conversations |
|---|---|---|---|
| Respond to customer problems or inquiries | |||
| Maintain current knowledge in area of expertise | |||
| Explain regulations, policies, or procedures | |||
| Evaluate personnel capabilities or performance | |||
| Direct organizational operations, activities, or procedures | |||
| Provide information to guests, clients, or customers | |||
| Purchase goods or services | |||
| Provide support or encouragement to others |
Show all 18 activities
| Communicate with others about operational plans or activities | |||
| Prepare reports of operational or procedural activities | |||
| Develop organizational or program goals or objectives | |||
| Coordinate group, community, or public activities | |||
| Inspect facilities or equipment | |||
| Perform human resources activities | |||
| Train others on operational or work procedures | |||
| Assign work to others | |||
| Inspect commercial, industrial, or production systems or equipment | |||
| Supervise personnel activities |
How people in this work use Claude
What people in this work made with Claude % of conversations
- A document or report49%
- A plan or strategy13%
- Data or a spreadsheet7%
- An email or message5%
- Ideas or a brainstorm4%
How they worked with Claude
77% of these conversations were about work. Anthropic Economic Index, May 2026.
How to read this
Work activities come from O*NET, which links every task to the broader activities it involves. Microsoft's figures are for the activity across everyone who used Copilot, not for first-line supervisors of entertainment and recreation workers, except gambling services specifically. Copilot is a general chat assistant; dedicated coding tools are not included, so programming help is under-counted here. Activities are listed by how many of this occupation's tasks fall under them.
The task ratings say whether AI could halve the time a task takes: on its own (“AI alone”), or with software built on it (“AI + software”). They were made by people in 2023 (Eloundou et al.). Claude's share is the task's share of all Claude.ai conversations in May 2026; Anthropic doesn't publish a task with too few conversations. None of these add up to the BLS exposure group, which combines five research measures.
More in the Guide: task ratings · task order · work activities · Copilot figures · Claude
High exposure doesn't mean fewer jobs
BLS projects most occupations in its two most exposed groups to grow: 141 of 206 rated Very high and 165 of 206 rated High. Each dot is one of the 831 occupations BLS rates.
Career moves into and out of this occupation
From moves between occupations found in online resumes, 2002–2016. Career changes only: a first job after school isn't a move.
Where people moved next
of 21,958 moves out
- 1 First-Line Supervisors of Retail Sales Workers High -3.7% 5%
- 2 Managers, All Other (2010 group) an older group BLS has since split; no exposure group today 5%
- 3 General and Operations Managers High +5.0% 5%
- 4 Medical and Health Services Managers High +24.2% 3%
- 5 Postsecondary Teachers, All Other Very high +2.0% 3%
Where people moved in from
of 15,916 moves in
- 1 First-Line Supervisors of Retail Sales Workers High -3.7% 5%
- 2 Retail Salespersons Very high -0.3% 4%
- 3 Hairdressers, Hairstylists, and Cosmetologists Moderate +7.7% 4%
- 4 Waiters and Waitresses Moderate +2.0% 4%
- 5 Customer Service Representatives Very high -5.3% 3%
The resume data uses 2010 occupation codes. This occupation comes from “First-Line Supervisors of Personal Service Workers”, which today also includes the occupation still called “First-Line Supervisors of Personal Service Workers” and “First-line Supervisors of Passenger Attendants”, so these figures cover those too. Resumes over-represent younger, white-collar job-seekers and moves into management. Schubert, Stansbury and Taska (resume data).
Education and training for the occupation
Census survey (American Community Survey)
- 3% less than high school
- 33% high school
- 34% some college
- 10% associate's
- 16% bachelor's
- 2% master's
- 1% doctorate
Census ACS 2024, all workers in the Census group “Supervisors of personal care and service workers” · 360 people surveyed.
Median pay by highest degree full-time, year-round · Census ACS 2024, all workers in the Census group “Supervisors of personal care and service workers”
1 program: Outdoor Education.
Jobs that require a credential BLS Occupational Requirements Survey 2023
46.1% this occupation
45.3% all occupations
| By kind | This occupation | All occupations |
|---|---|---|
| a license | <0.5% | 19.1% |
| a certification | 0.8% | 5.8% |
| an educational certificate | <0.5% | 2.8% |
Share of jobs whose employer requires it. BLS doesn't say which credential. How to read this
Look up certifications, training and licenses U.S. Department of Labor
- Certification Finder ↗ certifications CareerOneStop lists for this occupation
- Training Finder ↗ schools and programs, nationwide; narrow the place there
- License Finder ↗ licenses by state
- Apprenticeships: DOL's list of apprenticeable occupations doesn't include this one.
These open in a new tab and send only the occupation's public code. More in the Guide
BLS AI exposure categories (Aug 2026) · BLS Employment Projections 2025–35 · O*NET 31.0 · Task ratings: Eloundou et al., Science (2024) · Microsoft "Working with AI" v1.1 · Anthropic Economic Index (2026-06-26) · Schubert, Stansbury and Taska · NCES CIP–SOC · Census ACS 2024 · BLS JOLTS
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