Easonsmith was killed in action at the age of 34 on 15 November 1943 during the Battle of Leros, when he was shot by a German sniper whilst carrying out a lone reconnaissance of a village. His body was buried in Leros War Cemetery, the gravestone bearing the inscription dedication drawn from Rupert Brooke's poem "The Soldier": "Some corner of a foreign field that is for ever England".