Thief of Shadows  - Elizabeth Hoyt

Winter Makepeace is the staid manager of an orphanage by day and works as the Ghost of St Giles during the night.  Isobel Baroness Beckinhall has a combative relationship with him but she finds herself attracted to the Ghost and then to him and eventually they find a way to have a good relationship.