Gambling service workers, all other
SOC Code: 39-3019
Gambling service workers, all other carries a 35% AI exposure score (Medium automation risk), with a median annual wage of $34,530 and -0.6% projected employment growth from 2024 to 2034 (BLS), affecting approximately 16,100 workers. Full task breakdown, skills, and employer data are below.
Proportion of tasks susceptible to AI automation (O*NET analysis)
AI Exposure vs Industry Growth
Total occupations tracked
832
Covering all SOC major groups
Data currency
2024
BLS Employment Projections
AI exposure avg
40%
Fleet-wide median across all roles
Composite score weighing O*NET task data completeness, BLS projection methodology, and cross-validation with employer risk grades.
Employment Projections
Occupation Insight
Gambling service workers, all other (SOC 39-3019) carries an AI exposure score of 35%, placing it in the Medium automation-risk tier. This score is computed from O*NET Database 30.0 task-level analysis, where each task an occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score below 40% reflects tasks anchored in physical dexterity, unstructured environments, or high-touch human interaction that current AI cannot reliably replicate.
The economic context matters alongside the risk score. BLS counted approximately 16,100 workers in this occupation in 2024, and projects a -0.6% change through 2034 — a decline that often compounds with high AI exposure to create displacement headwinds. Median annual compensation stands at $34,530, reflecting both skill scarcity and the value employers place on the tasks that remain difficult to automate. Entry typically requires High school diploma or equivalent, plus None of related experience.
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 Gambling service workers, all other. Public companies with meaningful exposure to this occupation, such as NETFLIX INC and Walt Disney Co, inherit a share of the same automation risk through their industry classification. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure. Pair the AI exposure score with the BLS employment projection and wage percentiles above for a complete career assessment.
Education & Entry Requirements
Frequently Asked Questions
Will AI replace Gambling service workers, all other?
Gambling service workers, all other has an AI exposure score of 35%, indicating a medium level of automation risk. The majority of tasks in this role require human judgment, creativity, or physical presence that AI cannot easily replicate.
What is the job outlook for Gambling service workers, all other?
According to BLS Employment Projections 2024-2034, Gambling service workers, all other is projected to decline by 0.6% over the decade. Current employment stands at approximately 16,100 workers.
What skills are needed for Gambling service workers, all other?
Gambling service workers, all other requires a combination of technical knowledge and interpersonal skills. Typical education requirement: High school diploma or equivalent.
How much do Gambling service workers, all other earn?
The median annual wage for Gambling service workers, all other is $34,530, 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 Gambling service workers, all other?
The typical entry-level education for Gambling service workers, all other is High school diploma or equivalent. Employers generally expect None of related work experience. On-the-job training typically involves Short-term on-the-job training. Requirements can vary by employer and specialization.
Which companies employ Gambling service workers, all other?
Public companies with significant Gambling service workers, all other workforce shares include NETFLIX INC, Walt Disney Co, Live Nation Entertainment, Inc., among others. These employers are mapped by industry classification (SIC/NAICS) to BLS occupation-industry employment distributions. See the full employer rankings for AI displacement risk grades.
Employers with High AI Exposure in This Occupation Group
Public companies whose industry occupation mix includes a significant share of Gambling service workers, all other roles.
| Company | AI Grade | Risk Score |
|---|---|---|
| NETFLIX INC | B | 42.4% |
| Walt Disney Co | B | 42.4% |
| Live Nation Entertainment, Inc. | B | 42.4% |
| TKO Group Holdings, Inc. | C | 42.4% |
| Warner Music Group Corp. | C | 42.4% |
| DraftKings Inc. | C | 42.4% |
| Liberty Live Holdings, Inc. | C | 42.4% |
| Madison Square Garden Sports Corp. | C | 42.4% |
AI Exposure Rating
Medium automation risk based on O*NET task analysis. Most tasks require human judgment and are resistant to automation.
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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).