First-Line Supervisors of Gambling Services Workers

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Perform paperwork required for monetary transactions.69
• Explain and interpret house rules, such as game rules or betting limits, for patrons.65
• Respond to and resolve patrons' complaints.63

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Record the specifics of malfunctioning machines and document malfunctions needing repair.58
• Establish and maintain banks and table limits for each game.56
• Reset slot machines after payoffs.56

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Supervise the distribution of complimentary meals, hotel rooms, discounts, or other items given to players, based on length of play and amount bet.31

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 54 puts First-Line Supervisors of Gambling Services Workers in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 4 of 20 analyzed tasks lean automatable, 15 augmentable, and 1 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $63,820median wage
• 26,010employed
• 3,300annual openings
• +1.8%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Gambling Managers 66
• Gambling Change Persons and Booth Cashiers 63
• Gambling Cage Workers 78
• Gambling and Sports Book Writers and Runners 56
• Gambling Dealers 45
• First-Line Supervisors of Office and Administrative Support Workers 76

FAQ — First-Line Supervisors of Gambling Services Workers

What does a score of 54 mean for a First-Line Supervisors of Gambling Services Workers?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 54 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Perform paperwork required for monetary transactions; Explain and interpret house rules, such as game rules or betting limits, for patrons; Respond to and resolve patrons' complaints. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The most durable responsibilities are: Supervise the distribution of complimentary meals, hotel rooms, discounts, or other items given to players, based on length of play and amount bet. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.