It may be! Though probably not!
There's actually 43 possible spawn locations for the key, so it literally can be almost anywhere. I tried to make it not too impossibly hard to find it, but some spots are more difficult than others. Like, who would think to look on top of the clock? I had to put a vase there just to give an indicator that there might be something there.