diff --git a/PyPDF2/_page.py b/PyPDF2/_page.py
index fcd6cb328..52863407c 100644
--- a/PyPDF2/_page.py
+++ b/PyPDF2/_page.py
@@ -58,6 +58,7 @@
 from .constants import ImageAttributes as IA
 from .constants import PageAttributes as PG
 from .constants import Ressources as RES
+from .constants import AnnotationDictionaryAttributes as ADA
 from .errors import PageSizeNotDefinedError
 from .filters import _xobj_to_image
 from .generic import (
@@ -1057,6 +1058,20 @@ def scale(self, sx: float, sy: float) -> None:
         self.bleedbox = self.bleedbox.scale(sx, sy)
         self.trimbox = self.trimbox.scale(sx, sy)
         self.mediabox = self.mediabox.scale(sx, sy)
+
+        if PG.ANNOTS in self:
+            annotations = self[PG.ANNOTS]
+            if isinstance(annotations, ArrayObject):
+                for annotation in annotations:
+                    annotation_obj = annotation.get_object()
+                    if ADA.Rect in annotation_obj:
+                        rectangle = annotation_obj[ADA.Rect]
+                        if isinstance(rectangle, ArrayObject):
+                            rectangle[0] = FloatObject(float(rectangle[0]) * sx)
+                            rectangle[1] = FloatObject(float(rectangle[1]) * sy)
+                            rectangle[2] = FloatObject(float(rectangle[2]) * sx)
+                            rectangle[3] = FloatObject(float(rectangle[3]) * sy)
+
         if PG.VP in self:
             viewport = self[PG.VP]
             if isinstance(viewport, ArrayObject):