You can now customize the Advanced Search bar on the Engagement Hub portal.

Just head to Settings > Marketplace > Engagement Hub > Setup > Job Portal > Search Settings

Drag and drop the fields to the left side to remove them from the search bar
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The layout automatically resizes to fit so you don’t have to worry about how it looks. Just focus on what you need to show your candidates.