First-line supervisors of gambling services workers
SOC Code: 39-1013
First-line supervisors of gambling services workers carries a 45% AI exposure score (High automation risk), with a median annual wage of $61,590 and +2.0% projected employment growth from 2024 to 2034 (BLS), affecting approximately 32,500 workers. Full task breakdown, skills, and employer data are below.
Proportion of tasks susceptible to AI automation (O*NET analysis)
At 45% AI exposure, First-line supervisors of gambling services workers sits 8 points above the 37.2% average across 832 U.S. occupations - more exposed than 81% of them. Most of its core tasks still require human judgment.
Career outlook score
40/100
First-line supervisors of gambling services workers, weighted across 3 of 3 tracked dimensions
Transparent derived index from BLS and O*NET data, not an official government rating. A weighted composite of median wage, projected growth, and AI-automation security (inverted exposure), each benchmarked against every other tracked occupation. It describes this occupation's standing across those three dimensions, not a guarantee of future outcomes. See the exact dimensions, weights, and formula.
- Median wage C $61,590
Annual median wage, percentile rank vs all tracked occupations
- Projected growth D +2.0%
Projected employment change, 2024-2034, BLS Employment Projections
- AI exposure (inverted) F 45% exposure
Lower O*NET task-automability scores lower risk; this dimension scores security, not exposure
Home health and personal care aides is #1 of 832 occupations by employment (4.3M, AI exposure rank #392 at 35%) vs. Bookkeeping, accounting, and auditing clerks #1 by AI task exposure (95%, employment rank #17 at 1.6M).
Automation-risk inventory
Exclusive cut of 832 occupations by PlainWorkforce automation-risk band. Orthogonal to the continuous AI-exposure distribution chart below and to this occupation's single risk badge, this is the corpus band mix, with First-line supervisors of gambling services workers in the High band.
Credential × growth standing
Open entry with non-declining BLS pace
First-line supervisors of gambling services workers keeps an HS / some college bar (333 of 832) and sits in Average (378 of 832). Lower formal gates with a non-shrinking employment line - skill and AI desks matter more than credentials here.
Where First-line supervisors of gambling services workers sits among all occupations
AI-exposure score distribution across 832 U.S. occupations (O*NET task analysis). This occupation is marked in rose.
Where First-line supervisors of gambling services workers sits by AI exposure
AI-exposure score distribution across U.S. occupations (O*NET task analysis)
45% Higher than most higher than 81% of 832 occupations
Occupations, banded by AI-exposure score
Each bar is a band; taller bars hold more occupations. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count and share, and where it sits relative to this entry.
Source O*NET task data (U.S. Department of Labor) · BLS 2024–2034
Source: O*NET task data (U.S. Department of Labor); AI-exposure scores are PlainWorkforce's analysis. As of BLS 2024–2034.
First-line supervisors of gambling services workers vs. its occupational neighbors
AI exposure (horizontal) vs projected 2024–2034 growth (vertical) for occupations in the same SOC group. First-line supervisors of gambling services workers is marked in rose; the top-left corner is the most future-proof.
Source: BLS Employment Projections 2024–2034 (growth) and O*NET (AI-exposure analysis by PlainWorkforce).
Employment Projections
Where This Score Comes From
First-line supervisors of gambling services workers's High automation-risk tier is computed from O*NET Database 30.0 task-level analysis, where each documented task the occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score in the 40–70% range indicates meaningful automation pressure on specific task categories, but the role as a whole still requires human judgment for coordination, exception handling, or client interaction.
The employment, wage, and education figures above come from a second, separate federal source: BLS Employment Projections 2024–2034, matched to the O*NET task data by Standard Occupational Classification (SOC 39-1013) code, with the wage figure cross-validated against the BLS Occupational Employment and Wage Statistics (OEWS) May 2024 survey. BLS figures are presented exactly as published, with no adjustment on our part; the SOC-code match is what lets First-line supervisors of gambling services workers be compared directly against every other tracked occupation on the same basis, not just roles that happen to share a job title.
For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes First-line supervisors of gambling services workers. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure.
Education & Entry Requirements
Top Tasks (O*NET)
- 1. Monitor game operations to ensure that house rules are followed, that tribal, state, and federal regulations are adhered to, and that employees provide prompt and courteous service.
- 2. Observe gamblers' behavior for signs of cheating, such as marking, switching, or counting cards, and notify security staff of suspected cheating.
- 3. Perform paperwork required for monetary transactions.
- 4. Respond to and resolve patrons' complaints.
- 5. Greet customers and ask about the quality of service they are receiving.
- 6. Perform minor repairs or make adjustments to slot machines, resolving problems such as machine tilts and coin jams.
- 7. Maintain familiarity with the games at a facility and with strategies or tricks used by cheaters at such games.
- 8. Monitor payment of hand-delivered jackpots to ensure promptness.
- 9. Explain and interpret house rules, such as game rules or betting limits, for patrons.
- 10. Establish and maintain banks and table limits for each game.
Key Skills Required
- Monitoring
- Service Orientation
- Active Listening
- Speaking
- Reading Comprehension
- Critical Thinking
- Social Perceptiveness
- Time Management
- Writing
- Coordination
Knowledge Areas
- Customer and Personal Service
- Mathematics
- English Language
- Administration and Management
- Computers and Electronics
- Education and Training
- Economics and Accounting
- Public Safety and Security
- Sales and Marketing
- Personnel and Human Resources
Frequently Asked Questions
Will AI replace First-line supervisors of gambling services workers?
First-line supervisors of gambling services workers has an AI exposure score of 45%, indicating a high level of automation risk. Some tasks in this role can be augmented or partially automated by AI, but core responsibilities require human judgment.
What is the job outlook for First-line supervisors of gambling services workers?
According to BLS Employment Projections 2024-2034, First-line supervisors of gambling services workers is projected to grow by 2.0% over the decade. Current employment stands at approximately 32,500 workers.
What skills are needed for First-line supervisors of gambling services workers?
Key skills for First-line supervisors of gambling services workers include Monitoring, Service Orientation, Active Listening, and others. Typical entry-level education is High school diploma or equivalent.
How much do First-line supervisors of gambling services workers earn?
The median annual wage for First-line supervisors of gambling services workers is $61,590, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.
What education is required for First-line supervisors of gambling services workers?
The typical entry-level education for First-line supervisors of gambling services workers is High school diploma or equivalent. Employers generally expect Less than 5 years of related work experience. On-the-job training typically involves None. Requirements can vary by employer and specialization.
Which companies employ First-line supervisors of gambling services workers?
First-line supervisors of gambling services workers roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.
AI Exposure Rating
High automation risk based on 10 analyzed tasks. A moderate share of tasks may be augmented by AI tools.
Nationwide occupations with similar workforce profiles
Two data-derived peer sets for First-line supervisors of gambling services workers: AI-exposure neighbors and BLS 2034 growth neighbors (distinct comparison neighborhoods, cross-occupation).
Similar AI exposure score
Nearest O*NET task-automability scores nationwide (45% here).
- Aerospace engineers · AI exposure 45%
- Airfield operations specialists · AI exposure 45%
- Couriers and messengers · AI exposure 45%
- Human resources managers · AI exposure 45%
Similar projected growth (2024–2034)
Nearest BLS employment change rates nationwide (+2.0% here).
- Architecture teachers, postsecondary · growth +2.0%
- Cooks, institution and cafeteria · growth +2.0%
- Criminal justice and law enforcement teachers, postsecondary · growth +2.0%
- Designers, all other · growth +2.0%
Peers are nearest-neighbor matches on published BLS + O*NET metrics among occupations with ≥10,000 workers in 2024; corpus ranks above sort the full tracked set.
Related Occupations
What to do with this
Use First-line supervisors of gambling services workers' numbers above to compare, not just read in isolation.
- Compare First-line supervisors of gambling services workers side by side against another occupation on wage, growth, and AI exposure. Workforce comparison tool
- Before treating the AI exposure score above as a verdict, see how it is actually calculated. Reading AI exposure scores
- See the full ranked list of occupations with the lowest automation exposure nationwide. Safest occupations from AI
These AI exposure scores estimate automatability from O*NET data (not a certainty of job loss), and BLS growth figures remain estimates, not guarantees.
Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).