Depends on how much time you expect to spend in the IT role. If you are very limited on time, I would go with a brand name (Dell, HP, etc). That will give you one place to call when you have trouble.
Personally, I go with HP for my servers. I never have any issue with their technical support or their response time. Additionally, they will send a tech out to do the hardware replacement for me.