To return to the last page you viewed:

Choose Preview > Preferences, and click PDF.

Select “Remember last page viewed.”
When you open a document, Preview can return to the page you were viewing when you closed it.
Choose Preview > Preferences, and click PDF.
Select “Remember last page viewed.”
When you close the document, Preview remembers the page you were viewing. When you next open the document, Preview returns you to that page.