Yes.
Recital (4) states the PED applies to new pressure equipment and new or second-hand equipment imported from a third country.
Reason:
See also Blue Guide Chapter 2.4. related to products imported from countries from outside the EU and Chapter 4.5.1.6 related to CE marking