 The peak stands east of Harvey Lake and north of the Snaring River, a tributary of the Athabasca River.In 1954, the Geographic Board of Alberta named the peak Mount Rutherford after Alberta's first premier Alexander Cameron Rutherford.Mount Rutherford's location is about 34 kilometres northwest from the town of Jasper.