Movie gambling characters are similar in many ways to a group of criminals who rob a bank before disappearing into the beach as the sunsets.
However, watching someone putting his financial life on the line for one huge score is sufficient to keep most people awake throughout the night. Watching people working hard to make low wages through cautious and secure means is boring. Gambling movies have always been thrilling because they involve lots of risks.