It might be grammatically correct, but it clangs. It just isn't normal usage.
Don't use the expression "verdict of guilty" in this instance. "Verdict of guilt" is no better. Instead, change it to -
The jury has reached a guilty verdict.
OR
The jury found the defendant guilty.
OR
The defendant was found guilty by a jury of his peers.
OR
The defendant was found guilty of ___ (fill in whatever the charge(s) are here).
A good place to look for information on common courtroom expressions (really!) is old TV shows centered around the law, such as Perry Mason. Of course, you'll get more information and more nuance from legal books, but that's a lot for a student of English to read. Perry Mason (or The Defenders, or LA Law, or Boston Legal, those kinds of shows) is perfectly fine.