This is a jukugo word that uses the on'yomi readings of the kanji. You haven't learned this reading for 舟 yet, so here's a mnemonic to help you:
What are bitter enemies in the same boat supposed to do? They shoot (しゅう) each other!
If we can share mutual interests, I won’t mind being in the same boat as my rivals.