The maximum reverse voltage of a 1N4007 is 1000V.
On the Data sheet it is shown as 'Maximum repetitive peak reverse voltage'
Slightly off-topic but I did not want to create a new thread, will this LED driver need decoupling capacitors?
Everything needs decoupling capacitors. Without the circuit diagram that you didn't post it's impossible to be more precise.