diff --git a/setup.py b/setup.py
index f5414fbafae05e..742ba57aa5b2d3 100644
--- a/setup.py
+++ b/setup.py
@@ -411,6 +411,10 @@ def write_version(filename: str = os.path.join(*[my_dir, "airflow", "git_version
 ]
 jdbc = [
     'jaydebeapi>=1.1.1',
+    # JPype1 has been published without sdist in PyPI which caused failures when trying to build an
+    # ARM image (JPype1 does not publish binary ARM packages)
+    # The whole line below can be removed when https://github.com/jpype-project/jpype/issues/1069 is solved
+    'jpype1<1.4.0',
 ]
 jenkins = [
     'python-jenkins>=1.0.0',