Has anyone been able to add custom fields to the Work Item record & page layout? I'm specifically looking to track the due date against the Work item.

I went into the Fields Set related list as per the getting started guide and it offers me the Epic due date field but not the Work due date field. 

Not sure if i'm missing something obvious here?