A Coastguard helicopter, an RNLI lifeboat crew and police were called to sea cliffs near Thurso at about 13:20.
Police Scotland said the woman's next of kin had been informed and that the incident did not appear to be suspicious.
Police added that officers' inquiries were continuing.
A woman's body has been recovered by emergency services at Dunnet Head in Caithness.