In the past yes. Brown and purple would close their application windows with no forewarning whatsoever.

However, since we starting hiring again (the current, post-furlough years) the window has stayed open year around.
It’s all about supply & demand so it’ll probably stay open year-around for quite some time.

I agree with tnkdrvr’s advice.
Good luck!!