Why bother converting at all?
Obsidian can display PDFs as embedded attachments, but they are second-class citizens. You can't wikilink into a specific section, the text isn't indexed by Quick Switcher, plugins like Dataview can't read the content, and you can't re-use passages in your own notes. Converting to Markdown fixes all of that — the document becomes native vault material.