Seconding most of these (not a huge fan of Johnny O'Clock) and a bunch more I'd call must-haves:
The Burglar
Nightmare Alley
Beyond the Forest
Blast of Silence
Murder by Contract
The Phenix City Story
Betrayed/When Strangers Marry
Human Desire
One Way Street
The Set-Up
Thieves' Highway
The...