Will AI replace gambling surveillance officers and gambling investigators?

No AI use or robot deployment shows up yet for any of this job's tasks; the biggest part of the day, “Observe casino or casino hotel operations for irregular activities”, is still entirely people's work. That's today's evidence, not a guarantee. BLS expects about 1.8% fewer of these jobs by 2035.

Time card for gambling surveillance officers and gambling investigators showing a typical 8-hour shift: 8h done by people.
Each mark is 5 minutes of a typical shift for gambling surveillance officers and gambling investigators, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Protective services / Gambling Surveillance Officers and Gambling Investigators

Observe gambling operation for irregular activities such as cheating or theft by either employees or patrons. Investigate potential threats to gambling assets such as money, chips, and gambling equipment. Act as oversight and security agent for management and customers.

Time card

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MineTask, by time spentHumanWith AIAIRobot
Observe casino or casino hotel operations for irregular activities, such as cheating or theft by employees or patrons, using audio and video equipment and one-way mirrors.2h 48m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Monitor establishment activities to ensure adherence to all state gaming regulations and company policies and procedures.1h 36m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Review video surveillance footage.1h 6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Develop and maintain log of surveillance observations.48m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Report all violations and suspicious behaviors to supervisors, verbally or in writing.42m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Inspect and monitor audio or video surveillance equipment to ensure it is working appropriately.24m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Act as oversight or security agents for management or customers.24m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Supervise or train surveillance observers.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work

Clock history

  1. 0m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

On the floor

No company news tracked for this job yet. New stories are added as they happen.

Ask the clock

Will AI replace gambling surveillance officers and gambling investigators?

Not on current evidence. Less than 30 minutes of a typical shift goes to tasks that AI or robots are doing today. The other 8h (100%) stays with people. Separately, BLS expects about 1.8% fewer of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for gambling surveillance officers and gambling investigators?

None of this job's tasks show regular AI use yet. That can mean the work is hands-on or in person, or simply that it rarely comes up in AI usage data.

What still needs a person?

8h of a typical shift, or 100%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Observe casino or casino hotel operations for irregular activities, such as cheating or theft by employees or patrons, using audio and video equipment and one-way mirrors. (2h 48m a shift)
  • Monitor establishment activities to ensure adherence to all state gaming regulations and company policies and procedures. (1h 36m a shift)
  • Review video surveillance footage. (1h 6m a shift)
  • Develop and maintain log of surveillance observations. (48m a shift)
  • Report all violations and suspicious behaviors to supervisors, verbally or in writing. (42m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 91% use their hands on tools, objects or controls more than half the time
  • 81% are in constant contact with other people
  • 72% handle conflict at least once a week
Are employers still hiring gambling surveillance officers and gambling investigators?

On Indeed, job postings in the Security & Public Safety sector are at 119% of their February 2020 level (all U.S. postings: 104%), up 4.4% from a year earlier, as of Oct 9, 2026. BLS separately expects about 1,100 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do gambling surveillance officers and gambling investigators make?

The median pay is about $43,370 a year ($20.85 an hour), 15% below the median for all U.S. jobs ($50,980). Most people in this job earn between $32,730 and $61,970 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects a decline of 1.8% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 9,600 jobs in 2035. Even so, it expects about 1,100 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many gambling surveillance officers and gambling investigators are there in the U.S.?

About 9,520 people in the U.S., roughly 0.01% of all workers (BLS, May 2025). That makes it the 671st largest of the 796 jobs on this site. BLS expects about 9,600 in 2035.

What training do gambling surveillance officers and gambling investigators need?

The most common requirement is a high school diploma: about 84% of people in the job said so in the official O*NET survey. O*NET rates the job at level 2 of 5 for preparation, which usually means: high school diploma, some training. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Monitoring, Critical Thinking, Instructing, Judgment and Decision Making
  • Get strong at the parts of the job that stay with people (listed above), which take 8h of a typical shift
  • Tools employers list: Microsoft Office software, Microsoft Excel, Microsoft Outlook, Microsoft PowerPoint, Microsoft Word
What other jobs could gambling surveillance officers and gambling investigators move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Private Detectives and Investigators (0m touched, $51k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 8 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

Mostly everyday office tools: Microsoft Office software, Microsoft Excel, Microsoft Outlook, Microsoft PowerPoint, Microsoft Word. The job's skills matter more than any specific software.

Also called

Casino Enforcement Agent, Casino Investigator, Casino Surveillance Officer, Dual Rate Surveillance Officer, Entertainment And Recreation Industry Surveillance Operator, Gambling Monitor, Gambling Surveillance Observer, Gambling Surveillance Officer, Gaming Inspector, Gaming Investigator, Gaming Surveillance Observer, Gaming Surveillance Officer, Investigative Specialist, Security Officer