I just forgot one more that could really help in this situation
- build relationships with people you would like to work with
After all the typical “work on your portfolio” answers, this one will make up the rest of what you are lacking - and all of us are lacking in some way. At my current workplace, both the lead designer and I had previously reached out in a friendly way to specific people in the company months before a job opening.