Arthropods, like shrimp, molt because

Arthropods molt, typically to grow

Arthropods shed their exoskeleton in order to grow a bigger, better one. Think about it this way, if you kept the same skin your whole life, but got bigger and taller, it wouldn’t be too comfortable.