Here's a photo of the lock. The key is kind of oval in shape, not round and not totally flat. The lock has writing "s367" on it as can be seen in the picture.

http://aijaa.com/ZXSQob
Can anyone help me in recognizing what type of lock I am dealing with and how I should approach picking it? As far as I can tell, there's no spring loaded pins inside the lock. The lock moves in and out in its hole when open and there's a spring inside the cabinet that makes the lock pop out if its open.
I'll appreciate any kind of hint and tips with this lock. Is it even doable at all for a newbie?
Cheers,
Antti