> It seems that, relatively speaking, there's a lot of postings for senior engineers and very little for new grads.

That's been the case for most of the last 15 years in my experience. You have to follow local job markets, get in through an internship, or walk in at local companies and ask. Applying en mass can also help, and so does having some code on GitHub to show off.