That kit will run fine with your setup, even if you have a large air cooler due to the memory slot layout. I went low profile but turned out it was unnecessary.
Thank you JED. I would have gone for the low profile as well but living in the tropics my rig runs in a room at nearly 30 degrees Celsius (with a ceiling fan). Since the last catastrophic failure I chose to let the case open so that more air comes in (or out) -dust as well unfortunately-
I considered more than 8 GB but I think that is probably an overkill. For gaming I use only FSX (at times Second Life) and for the rest a lot of Visual Studio (one or more instances) and about 30 chrome browser tabs open.