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.70
• Record the specifics of malfunctioning machines and document malfunctions needing repair.65

Augmentable tasks

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

• Report customer-related incidents occurring in gaming areas to supervisors.50
• Evaluate workers' performance and prepare written performance evaluations.50
• Supervise the distribution of complimentary meals, hotel rooms, discounts, or other items given to players, based on length of play and amount bet.45

Most durable tasks

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

• Perform minor repairs or make adjustments to slot machines, resolving problems such as machine tilts and coin jams.15
• Reset slot machines after payoffs.15
• Enforce safety rules, and report or remove safety hazards as well as guests who are underage, intoxicated, disruptive, or cheating.15

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 33 puts First-Line Supervisors of Gambling Services Workers in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 2 of 20 analyzed tasks lean automatable, 6 augmentable, and 12 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.

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 36
• Gambling Change Persons and Booth Cashiers 37
• Gambling Cage Workers 41
• Gambling and Sports Book Writers and Runners 26
• Gambling Dealers 24
• First-Line Supervisors of Office and Administrative Support Workers 44

How this score was calculated

FAQ — First-Line Supervisors of Gambling Services Workers

Will AI replace First-Line Supervisors of Gambling Services Workers?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 33 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 33 on a 0–100 exposure scale — in the second 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; Record the specifics of malfunctioning machines and document malfunctions needing repair. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: Perform minor repairs or make adjustments to slot machines, resolving problems such as machine tilts and coin jams; Reset slot machines after payoffs; Enforce safety rules, and report or remove safety hazards as well as guests who are underage, intoxicated, disruptive, or cheating. 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.