When I tried to convert one of my simple demos to use GL3 (without fixed function) I seem to not have any depth testing happening (triangles behind others are still displayed). Do I have to do this on the shader now that I am creating my own projection matrix or is there some facility to do this for me?

No, depth testing should be done the same as it was in GL2.