EXPOSED
Dealing cards, spinning roulette, paying bets and managing chip stacks is dexterous physical work in a controlled room — language AI does none of it, but electronic table games, automated shufflers, stadium roulette terminals and live-dealer streaming already replace dealer headcount without needing any AI breakthrough. The real product is pace, patter and the sense that a person is watching the game, and casinos keep human tables on the high-limit floor precisely because players pay for that. Gaming-board licensing keeps the labor pool controlled but carries no personal sign-off liability, so it slows substitution rather than blocking it.
Mixed — a routine tier and a judgment tier. Pitching cards, cutting chips, computing 17-to-1 roulette payouts in your head and calling the game aloud is manual work no text model touches, but electronic blackjack terminals, auto-shufflers and stadium baccarat already do the entire deal-and-pay loop on real floors today — that proven non-AI substitution is what holds this at 13 instead of the high teens.
Hands-on in uncontrolled environments. You stand on your feet the whole 20-and-20, reaching across a live layout to place bets, break chips, spin a wheel and physically control the deck under camera and pit-boss sightlines — hands-on, but in a climate-controlled room with fixed geometry and no weather or unpredictable terrain, which caps it at 14 rather than a linesman's 18.
Certification preferred, not legally required. A state gaming board card or sheriff's work permit is mandatory and can be pulled for a bad decision, so casinos can't staff a pit with anyone off the street; but you don't sign a payout ticket in your own name — the floor supervisor and the property's license absorb the exposure on a misdeal or a wrong pay, which puts this at 8 rather than in licensed-professional territory.
Some relationship component. On the high-limit tables regulars ask for you by name, tip you directly, and stay at your game because of the pace you set and how you talk them through a losing shoe — but the $10 blackjack pit rotates you every 20 minutes by design, so most of your shift is interchangeable, which is why 12 and not 16.
Meaningful discretion. Procedure covers almost everything you do — house rules on hitting soft 17, when to call the pit for a fill or a color-up, exact hand-clearing motions for surveillance — with real discretion only in reading whether a player is capping a bet or a partner is signaling, and that call gets escalated rather than acted on, so 7.
Has AI actually changed your work?