In fact, all 4 of them get the drop on him and could have killed him. He's actually a pretty crummy private eye/Blade Runner even though he's told he's the best by an untrustworthy source.
Right? I'm glad I'm not the only one who thinks that. Deckard spends the whole final act of the film running away