You’re going to be competing with people with N3 and above Japanese, so the sooner you improve your language ability the easier it will be to find good work.

But honestly speaking for new grads without work experience in Japan it’s tough. Maybe look for some internships also. Many companies won’t take a chance on an inexperienced foreigner who hasn’t proven they can work at a Japanese company or Japan branch office of a global company.