Gambling and Sports Book Writers and Runners
Personal Care and Service · SOC 39-3012
AI exposure from the Anthropic Economic Index (2025); salary from BLS; skills from O*NET. See /sources.
Decision card
Career Evidence Passport
SOC 39-3012 evidence across exposure, wages, projections, postings, certified LCAs, skills, and transitions.
- SOC exposure
- 0.0%
- Low · Anthropic AEI
- Automation friction
- 46/100
- Moderate friction; broad SOC seed ORS job-requirements coverage.
- Wages
- $34,980
- No H-1B offered-wage row for this SOC.
- Projected openings
- 1,800
- BLS EP 2024–2034; employment change -6.1%.
- Observed/proxy demand
- —
- FY— certified LCAs; 1,939 postings in 2025.
Skill evidence
Transition context
- H-1B values are certified Labor Condition Applications, not visa approvals.
- Job postings are seed-static / seed-derived; treat as provider-ready proxy coverage until observed provider data is wired in.
- Transition matches are directional skill-overlap context, not placement guarantees.
- This release is a FutureGrid broad-SOC seed derived from public BLS ORS requirement concepts and categories, not direct occupation-level ORS survey estimates. It describes job requirements, not worker ability, AI capability, or displacement probability. Automation friction is a FutureGrid derived score and should be read alongside exposure, demand, wage, and projection signals.
AI Exposure Analysis
Across AI measures
Multiple exposure lenses for this occupation.
AI could do ~26.9% of this role but only ~0% is currently done with AI — a large capability-vs-adoption gap.
Top Skills
H-1B Visa Sponsorship Demand
View full H-1B trends →No H-1B certified LCA filings recorded for this occupation in FY2016–FY2025.
O*NET occupation profile
What this work involves
Post information enabling patrons to wager on various races and sporting events. Assist in the operation of games such as keno and bingo. May operate random number-generating equipment and announce the numbers for patrons. Receive, verify, and record patrons' wagers. Scan and process winning tickets presented by patrons and pay out winnings for those wagers.
Common titles: Bingo Clerk, Casino Attendant, Casino Floor Runner, Casino Runner, Floor Runner, Keno Attendant
Representative Tasks
- •Collect bets in the form of cash or chips, verifying and recording amounts.
- •Collect cards or tickets from players.
- •Compute and verify amounts won or lost, paying out winnings or referring patrons to workers, such as gaming cashiers, so that winnings can be collected.
- •Answer questions about game rules or casino policies.
- •Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed.
Detailed Work Activities
- •Conduct amusement or gaming activities.
- •Operate gaming equipment.
- •Conduct gaming transactions.
- •Maintain financial or account records.
- •Inspect equipment to ensure proper functioning.
Tools & Technologies
Employment Projections & AI Exposure
Employment & Wage Trend
BLS OEWS, 2019–2025
Source: U.S. Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS). See /sources.
Sector Comparison
| Metric | This Career | Sector Average |
|---|---|---|
| AI Exposure | 0.0% | 2.1% |
| Outlook | Average | 52% Bright |
| Median Salary | $34,980 | N/A |
| AI Resiliency | 100/100 | N/A |