Mount Olive is located N of the head of the Yoho River on the Continental Divide, on the Alberta-British Columbia border, in both Banff National Park and Yoho National Park.

[4] It lies on the eastern edge of the Wapta Icefield, and is part of the Waputik Mountains.

[1][2][4] The peak is composed of sedimentary rock laid down during the Precambrian to Jurassic periods.

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