First things first, as a current employee who was in the role temporarily did you ask why you were not chosen? Find out if you can where you fell short and then you can take that knowledge and use it when you look elsewhere. While your ego might be bruised for not getting the role a simple conversation may unearth your value in the team and you can ask how you can get there and when you might be able to move up and advance your career with them. They should share that because your value is that they also do things to keep you and help you to grow. If your growth is truly stunted then it's time to look.
As for job openings posted externally, many companies do what I call post and pray. They post everywhere (if they are a large company they usually have the budget to do this) and then they filter through the applicants. Many companies stop looking at applicants after a few days because they get too many responses. Depending on their internal resources (talent teams/hiring manager/admins) who are doing the filtering you may or may not hear back. These days automation is the thing and often you only hear that they got your resume. You need to work your network. Speak to people that you know and who know your work and let them know you are looking. Stay top of mind by posting expertise and relevant helper stuff to your linkedin and share your knowledge. Then you will be seen as an openly visible expert in your field which makes you more desirable when looking.
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