The word was adopted into English through contact with Indigenous peoples in North America. It's believed that the word may have been introduced to Europeans by early explorers or fur traders who interacted with Abenaki speakers.
Interestingly, the word "moose" is used in English but not in other European languages. Most European languages use words derived from Latin or Greek for the animal, such as "elk" or "alces."