Oh, but Raymond Chandler comes first! What would detective fiction be without him?
Anyone who loves Connelly's Bosch should also try Ian Rankin's Rebus. They both have a similar feel for me, with the cultural differences that come from the different settings: LA and Edinburgh. Two of my favourite authors (well three, counting Chandler of course)