Oliver had disappeared yet again after the whole Slade thing went down which made everything so much more complicated after the whole "I love you" incident happened. So Felicity decided to lick her wounds and call it quits on Oliver Queen she could never have him and he would never want her as anything more than his IT girl. Since Oliver left she decided to take that job that Amanda Walker offered. She even met a new super hero to help Bruce Wayne better known as Batman