Do spousal visas help a lot with job hunting?

I lived in Japan about 3 years ago. Thinking of going back to find a job in tech – data showing shortages in Gaishikeis and such, I've got a decent portfolio, I'm looking to break into something entry.

This time won't be a working visa but on spousal, obviously not sponsoring isn't huge, but for most companies is it really a big deal?