diff --git a/.github/workflows/python-tests.yml b/.github/workflows/python-tests.yml
index fb53c1c..3ff4a96 100644
--- a/.github/workflows/python-tests.yml
+++ b/.github/workflows/python-tests.yml
@@ -13,19 +13,23 @@ jobs:
       matrix:
         python-version: ["3.5", "3.6", "3.7", "3.8", "3.9"]
         postgres-version: ["9.4", "9.5", "9.6", "10", "11", "12"]
-        django-version: ["1.8", "1.9", "1.10", "1.11", "2.0", "2.1", "2.2", "3.0", "3.1"]
+        django-version: ["1.8", "1.9", "1.10", "1.11", "2.0", "2.1", "2.2", "3.0", "3.1", "3.2"]
         exclude:
         # Django 3.0+ doesn't support python 3.5
         - python-version: "3.5"
           django-version: "3.0"
         - python-version: "3.5"
           django-version: "3.1"
+        - python-version: "3.5"
+          django-version: "3.2"
           
         # Django 3.0+ doesn't support PostgreSQL 9.4
         - django-version: "3.0"
           postgres-version: "9.4"
         - django-version: "3.1"
           postgres-version: "9.4"
+        - django-version: "3.2"
+          postgres-version: "9.4"
           
         # python 3.6+ has deprecated issue with django before 1.11
         # https://stackoverflow.com/questions/41343263/provide-classcell-example-for-python-3-6-metaclass\
diff --git a/requirements-test.txt b/requirements-test.txt
index fb48073..ea89891 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -1,5 +1,8 @@
 django>=1.7
-psycopg2-binary
+
+# FIXME On later versions I get strange error 'database connection isn't set to UTC'
+psycopg2-binary<=2.8.6
+
 pytz; python_version < '3.3'
 typing; python_version < '3.5'
 
diff --git a/setup.py b/setup.py
index 942d010..a55db98 100644
--- a/setup.py
+++ b/setup.py
@@ -13,7 +13,7 @@
 
 setup(
     name='django-pg-bulk-update',
-    version='3.4.2',
+    version='3.4.3',
     packages=['django_pg_bulk_update'],
     package_dir={'': 'src'},
     url='https://github.com/M1hacka/django-pg-bulk-update',
diff --git a/src/django_pg_bulk_update/compatibility.py b/src/django_pg_bulk_update/compatibility.py
index 1a00ef3..43340c2 100644
--- a/src/django_pg_bulk_update/compatibility.py
+++ b/src/django_pg_bulk_update/compatibility.py
@@ -10,7 +10,13 @@
 from django.db import connection, connections, models, migrations
 from django.db.models import Model, Field, BigIntegerField, IntegerField
 
-from .types import TDatabase
+
+try:
+    # For django 3.2+
+    from django.utils.connection import ConnectionProxy
+except ImportError:
+    # For django before 3.2
+    from django.db import DefaultConnectionProxy as ConnectionProxy
 
 
 # six.string_types replacement in order to remove dependency
@@ -139,7 +145,7 @@ def get_postgres_version(using=None, as_tuple=True):
 
 
 def get_field_db_type(field, conn):
-    # type: (models.Field, TDatabase) -> str
+    # type: (models.Field, ConnectionProxy) -> str
     """
     Get database field type used for this field.
     :param field: django.db.models.Field instance
diff --git a/src/django_pg_bulk_update/manager.py b/src/django_pg_bulk_update/manager.py
index e21b8c6..5117bdc 100644
--- a/src/django_pg_bulk_update/manager.py
+++ b/src/django_pg_bulk_update/manager.py
@@ -16,14 +16,14 @@ class CustomManager(models.Manager, BulkUpdateManagerMixin):
     class TestModel(models.Model):
         objects = CustomManager()
 """
-from django.db import models
+from logging import getLogger
 from typing import Optional, Iterable, Union
 
+from django.db import models
 from django.db.models.manager import BaseManager
-from logging import getLogger
 
-from .types import TUpdateValues, TFieldNames, TSetFunctions, TOperators
 from .query import bulk_update, bulk_update_or_create, bulk_create
+from .types import TUpdateValues, TFieldNames, TSetFunctions, TOperators
 
 logger = getLogger('django-pg-bulk-update')
 
diff --git a/src/django_pg_bulk_update/query.py b/src/django_pg_bulk_update/query.py
index 3007195..7297fbf 100644
--- a/src/django_pg_bulk_update/query.py
+++ b/src/django_pg_bulk_update/query.py
@@ -20,7 +20,6 @@
     TSetFunctionsValid, TDatabase, FieldDescriptor, AbstractFieldFormatter
 from .utils import batched_operation, is_auto_set_field
 
-
 __all__ = ['pdnf_clause', 'bulk_update', 'bulk_update_or_create', 'bulk_create']
 logger = getLogger('django-pg-bulk-update')
 
diff --git a/src/django_pg_bulk_update/types.py b/src/django_pg_bulk_update/types.py
index 58aacf1..68d8e06 100644
--- a/src/django_pg_bulk_update/types.py
+++ b/src/django_pg_bulk_update/types.py
@@ -1,8 +1,9 @@
 from typing import Iterable, Union, Dict, Tuple, Any, Optional, Type
 
-from django.db import DefaultConnectionProxy
 from django.db.models import Model, Field
 
+from .compatibility import ConnectionProxy
+
 TFieldNames = Union[str, Iterable[str]]
 
 TOperator = Union[str, 'AbstractClauseOperator']  # noqa: F821
@@ -14,7 +15,7 @@
 TSetFunction = Union[str, 'AbstractSetFunction']  # noqa: F821
 TSetFunctions = Optional[Dict[str, TSetFunction]]
 TSetFunctionsValid = Tuple['FieldDescriptor']
-TDatabase = Union[DefaultConnectionProxy]
+TDatabase = Union[ConnectionProxy]
 
 
 class FieldDescriptor(object):
diff --git a/src/django_pg_bulk_update/utils.py b/src/django_pg_bulk_update/utils.py
index 3222e62..10704e6 100644
--- a/src/django_pg_bulk_update/utils.py
+++ b/src/django_pg_bulk_update/utils.py
@@ -3,11 +3,11 @@
 """
 import logging
 from time import sleep
+from typing import TypeVar, Set, Any, Tuple, Iterable, Callable, Optional, List
 
 from django.core.exceptions import FieldError
 from django.db.models import Field
 from django.db.models.sql.subqueries import UpdateQuery
-from typing import TypeVar, Set, Any, Tuple, Iterable, Callable, Optional, List
 
 from .compatibility import hstore_serialize, hstore_available, get_field_db_type, import_pg_field_or_dummy
 from .types import TDatabase