Croupier is a kind of character study of someone I, at least, don't know personally. That in and if itself makes the film interesting. But there are plot devices and a noir lens on the events as they unravel. I found the film compelling. I never knew what direction we were taking while watching it. The director doesn't want you to easily identify with the main character and if you're ok with that, then you'll probably love this movie.