Its never a bad time, and there'll still be plenty to choose from.
I'd avoid soi 15 (off Walking St) but thats just me.
You may also choose to avoid most of the places between soi 13/2 and Pattaya Tai (South Pattaya Rd), and soi VC...Winston can explain that one.
Have you picked a hotel yet?