The thing about getting shot, even at a distance, is that you're hit by the time you hear it.

I think there could be an explanation about how they found him so fast though. Snipers and the other officers had all visible areas divided into zones. Only one had to spot and call the zone. Snipers then have a few seconds to react. It's possible they saw him before he fired, but couldn't get the shots off quick enough.