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Gambling Surveillance Officers and Gambling Investigators

Gambling Surveillance Officers and Gambling Investigators score 44 out of 100, which is elevated exposure to AI. That ranks #359 of 923 US occupations, where #1 is the most exposed. Of the 8 tasks in this job, AI could speed up 2 on its own and 3 more with extra software built on top of it. In April–May 2026, 2 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

44/ 100
Elevated
Rank
#359of 923 jobs
US workers
9,520BLS, May 2025
Median pay
$43,370a year
In real AI use
2 of 8tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 2 (25%)
  • AI can speed this up with extra software: 3 (38%)
  • Little or no AI speed-up: 3 (38%)
  • Report all violations and suspicious behaviors to supervisors, verbally or in writing.AI can speed this up on its own · core task
  • Develop and maintain log of surveillance observations.AI can speed this up on its own · core task · Seen in real AI use
  • 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.AI can speed this up with extra software · core task
  • Inspect and monitor audio or video surveillance equipment to ensure it is working appropriately.AI can speed this up with extra software · core task
  • Review video surveillance footage.AI can speed this up with extra software · core task · Seen in real AI use
  • Monitor establishment activities to ensure adherence to all state gaming regulations and company policies and procedures.Little or no AI speed-up · core task
  • Act as oversight or security agents for management or customers.Little or no AI speed-up · core task
  • Supervise or train surveillance observers.Little or no AI speed-up · core task
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Questions about gambling surveillance officers and gambling investigators and AI

Will AI replace gambling surveillance officers and gambling investigators?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Gambling Surveillance Officers and Gambling Investigators score 44 out of 100 (elevated exposure), #359 of 923 US jobs. AI could speed up 5 of the job's 8 tasks, 2 of them on its own, while 3 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which gambling surveillance officers and gambling investigators tasks can AI do?

The most exposed tasks include "Report all violations and suspicious behaviors to supervisors, verbally or in writing"; "Develop and maintain log of surveillance observations".

Which gambling surveillance officers and gambling investigators tasks are hardest for AI?

Tasks with little or no AI speed-up include "Monitor establishment activities to ensure adherence to all state gaming regulations and company policies and procedures"; "Act as oversight or security agents for management or customers"; "Supervise or train surveillance observers".

Are people already using AI for this work?

Yes. In April–May 2026, 2 of the 8 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as gambling surveillance officers and gambling investigators, and what do they earn?

About 9,520 people in the US, with median pay of $43,370 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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