diff --git a/.zuul.d/django-jobs.yaml b/.zuul.d/django-jobs.yaml
index 1b73a2447b..be85126764 100644
--- a/.zuul.d/django-jobs.yaml
+++ b/.zuul.d/django-jobs.yaml
@@ -22,16 +22,10 @@
       - name: openstack/horizon
 
 - job:
-    name: horizon-tox-python3-django30
+    name: horizon-tox-python3-django32
     parent: horizon-tox-python3-django
     vars:
-      django_version: '>=3.0,<3.1'
-
-- job:
-    name: horizon-tox-python3-django31
-    parent: horizon-tox-python3-django
-    vars:
-      django_version: '>=3.1,<3.2'
+      django_version: '>=3.2,<3.3'
 
 - project-template:
     name: horizon-non-primary-django-jobs
@@ -45,13 +39,10 @@
         # to keep this project template as it is used in horizon plugins.
         # NOTE: We keep it as a template even though it is not used now.
         - openstack-tox-py38
-        - horizon-tox-python3-django30:
-            voting: false
-        - horizon-tox-python3-django31:
+        - horizon-tox-python3-django32:
             voting: false
     gate:
       jobs:
         - openstack-tox-py38
         # Skip these until the django3.x jobs become voting.
-        # - horizon-tox-python3-django30
-        # - horizon-tox-python3-django31
+        # - horizon-tox-python3-django32
diff --git a/tox.ini b/tox.ini
index 5e6afd99db..4e6e7dc3d4 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
 minversion = 3.1
-envlist = pep8,py36,py38,releasenotes,npm,py3-dj{30,31}
+envlist = pep8,py36,py38,releasenotes,npm,py3-dj32
 skipsdist = True
 # Automatic envs (pyXX) will only use the python version appropriate to that
 # env and ignore basepython inherited from [testenv] if we set
@@ -15,6 +15,11 @@ setenv =
   PYTHONDONTWRITEBYTECODE = 1
   PYTHONWARNINGS = once,ignore::PendingDeprecationWarning
   py{3,36,37}:PYTHONWARNINGS = once,ignore::PendingDeprecationWarning,ignore::ImportWarning:backports
+  # DeprecationWarning is disabled in dj32 tox env as Django 3.2
+  # deprecated Django 2.2 features. This workaround is just to reduce
+  # the number of warnings due to this change.
+  # It should be dropped when we drop Django 2.2 support.
+  dj32: PYTHONWARNINGS = once,ignore::PendingDeprecationWarning,ignore::DeprecationWarning
 
 whitelist_externals =
   bash
@@ -26,8 +31,7 @@ deps =
   # Unit test for a local hacking rule requires hacking.
   hacking>=3.0.1,<3.1.0 # Apache-2.0
 commands =
-  dj30: pip install django>=3.0,<3.1
-  dj31: pip install django>=3.1,<3.2
+  dj32: pip install django>=3.2,<3.3
   find . -type f -name "*.pyc" -delete
   bash {toxinidir}/tools/unit_tests.sh {toxinidir} {posargs}