From what I have seen in Cali no, not unless they have reason to believe you are on... Even in critical incidents I have seen officers tested only for the normal rec drugs. AS is a special request, and expensive. This applies at least to two departments in Cali. Although as you know every department and area in the US have slightly different guidelines. And if you are big chances are they will decide to go the extra step...
There is a pro bodybuilder who is a cop, I can't remeber his name...? I believe he still competes, and is from somewhere in the east...??