diff --git a/changelogs/fragments/11048-py3-cond.yml b/changelogs/fragments/11048-py3-cond.yml
new file mode 100644
index 00000000000..482448dd416
--- /dev/null
+++ b/changelogs/fragments/11048-py3-cond.yml
@@ -0,0 +1,3 @@
+minor_changes:
+  - datetime module utils - remove code for unsupported Python version (https://github.com/ansible-collections/community.general/pull/11048).
+  - jenkins_node - remove code for unsupported Python version (https://github.com/ansible-collections/community.general/pull/11048).
diff --git a/plugins/module_utils/datetime.py b/plugins/module_utils/datetime.py
index f11375f0eb6..907ebc61ad9 100644
--- a/plugins/module_utils/datetime.py
+++ b/plugins/module_utils/datetime.py
@@ -6,25 +6,17 @@
 from __future__ import annotations
 
 import datetime as _datetime
-import sys
-
-
-_USE_TIMEZONE = sys.version_info >= (3, 6)
 
 
 def ensure_timezone_info(value):
-    if not _USE_TIMEZONE or value.tzinfo is not None:
+    if value.tzinfo is not None:
         return value
     return value.astimezone(_datetime.timezone.utc)
 
 
 def fromtimestamp(value):
-    if _USE_TIMEZONE:
-        return _datetime.fromtimestamp(value, tz=_datetime.timezone.utc)
-    return _datetime.utcfromtimestamp(value)
+    return _datetime.fromtimestamp(value, tz=_datetime.timezone.utc)
 
 
 def now():
-    if _USE_TIMEZONE:
-        return _datetime.datetime.now(tz=_datetime.timezone.utc)
-    return _datetime.datetime.utcnow()
+    return _datetime.datetime.now(tz=_datetime.timezone.utc)
diff --git a/plugins/modules/jenkins_node.py b/plugins/modules/jenkins_node.py
index de16d6b0efc..d3a927bdad6 100644
--- a/plugins/modules/jenkins_node.py
+++ b/plugins/modules/jenkins_node.py
@@ -145,7 +145,6 @@
   type: bool
 """
 
-import sys
 import traceback
 from xml.etree import ElementTree as et
 
@@ -160,9 +159,6 @@
     import jenkins
 
 
-IS_PYTHON_2 = sys.version_info[0] <= 2
-
-
 class JenkinsNode:
     def __init__(self, module: AnsibleModule) -> None:
         self.module = module
@@ -246,10 +242,7 @@ def configure_node(self, present):
                 configured = True
 
         if configured:
-            if IS_PYTHON_2:
-                data = et.tostring(root)
-            else:
-                data = et.tostring(root, encoding="unicode")
+            data = et.tostring(root, encoding="unicode")
 
             self.instance.reconfig_node(self.name, data)
 
diff --git a/tests/integration/targets/launchd/files/ansible_test_service.py b/tests/integration/targets/launchd/files/ansible_test_service.py
index c8835075c5f..1cb0f4e76f2 100644
--- a/tests/integration/targets/launchd/files/ansible_test_service.py
+++ b/tests/integration/targets/launchd/files/ansible_test_service.py
@@ -6,18 +6,12 @@
 from __future__ import annotations
 
 import sys
+import http.server
+import socketserver
+
 
 if __name__ == '__main__':
-    if sys.version_info[0] >= 3:
-        import http.server
-        import socketserver
-        PORT = int(sys.argv[1])
-        Handler = http.server.SimpleHTTPRequestHandler
-        httpd = socketserver.TCPServer(("", PORT), Handler)
-        httpd.serve_forever()
-    else:
-        import mimetypes
-        mimetypes.init()
-        mimetypes.add_type('application/json', '.json')
-        import SimpleHTTPServer
-        SimpleHTTPServer.test()
+    PORT = int(sys.argv[1])
+    Handler = http.server.SimpleHTTPRequestHandler
+    httpd = socketserver.TCPServer(("", PORT), Handler)
+    httpd.serve_forever()
diff --git a/tests/integration/targets/supervisorctl/files/sendProcessStdin.py b/tests/integration/targets/supervisorctl/files/sendProcessStdin.py
index d510a790299..f2fa4e8022f 100644
--- a/tests/integration/targets/supervisorctl/files/sendProcessStdin.py
+++ b/tests/integration/targets/supervisorctl/files/sendProcessStdin.py
@@ -7,19 +7,15 @@
 from __future__ import annotations
 
 import sys
+from xmlrpc.client import ServerProxy
+from urllib.parse import quote
+
 
 proc = sys.argv[1]
 value = sys.argv[2]
 username = sys.argv[3]
 password = sys.argv[4]
 
-if sys.version_info[0] == 2:
-    from xmlrpclib import ServerProxy
-    from urllib import quote
-else:
-    from xmlrpc.client import ServerProxy
-    from urllib.parse import quote
-
 if username:
     url = 'http://%s:%s@127.0.0.1:9001/RPC2' % (quote(username, safe=''), quote(password, safe=''))
 else:
diff --git a/tests/unit/plugins/callback/test_elastic.py b/tests/unit/plugins/callback/test_elastic.py
index d06781d44fa..3ddff23af10 100644
--- a/tests/unit/plugins/callback/test_elastic.py
+++ b/tests/unit/plugins/callback/test_elastic.py
@@ -4,7 +4,6 @@
 
 from __future__ import annotations
 
-import sys
 import unittest
 from collections import OrderedDict
 from unittest.mock import patch, MagicMock, Mock
@@ -13,14 +12,10 @@
 from ansible.executor.task_result import TaskResult
 from ansible_collections.community.general.plugins.callback.elastic import ElasticSource, TaskData
 
-ELASTIC_MINIMUM_PYTHON_VERSION = (3, 6)
-
 
 class TestOpentelemetry(unittest.TestCase):
     @patch("ansible_collections.community.general.plugins.callback.elastic.socket")
     def setUp(self, mock_socket):
-        if sys.version_info < ELASTIC_MINIMUM_PYTHON_VERSION:
-            self.skipTest(f"Python {'.'.join(map(str, ELASTIC_MINIMUM_PYTHON_VERSION))}+ is needed for Elastic")
         mock_socket.gethostname.return_value = "my-host"
         mock_socket.gethostbyname.return_value = "1.2.3.4"
         self.elastic = ElasticSource(display=None)
diff --git a/tests/unit/plugins/callback/test_opentelemetry.py b/tests/unit/plugins/callback/test_opentelemetry.py
index 11ba2fcb1f8..044851cfa4f 100644
--- a/tests/unit/plugins/callback/test_opentelemetry.py
+++ b/tests/unit/plugins/callback/test_opentelemetry.py
@@ -4,7 +4,6 @@
 
 from __future__ import annotations
 
-import sys
 import unittest
 from collections import OrderedDict
 from unittest.mock import patch, MagicMock, Mock
@@ -13,18 +12,10 @@
 from ansible.executor.task_result import TaskResult
 from ansible_collections.community.general.plugins.callback.opentelemetry import OpenTelemetrySource, TaskData
 
-OPENTELEMETRY_MINIMUM_PYTHON_VERSION = (3, 7)
-
 
 class TestOpentelemetry(unittest.TestCase):
     @patch("ansible_collections.community.general.plugins.callback.opentelemetry.socket")
     def setUp(self, mock_socket):
-        # TODO: this python version validation won't be needed as long as the _time_ns call is mocked.
-        if sys.version_info < OPENTELEMETRY_MINIMUM_PYTHON_VERSION:
-            self.skipTest(
-                f"Python {'.'.join(map(str, OPENTELEMETRY_MINIMUM_PYTHON_VERSION))}+ is needed for OpenTelemetry"
-            )
-
         mock_socket.gethostname.return_value = "my-host"
         mock_socket.gethostbyname.return_value = "1.2.3.4"
         self.opentelemetry = OpenTelemetrySource(display=None)
diff --git a/tests/unit/plugins/modules/gitlab.py b/tests/unit/plugins/modules/gitlab.py
index 8e29664f11c..3b80298926f 100644
--- a/tests/unit/plugins/modules/gitlab.py
+++ b/tests/unit/plugins/modules/gitlab.py
@@ -4,7 +4,6 @@
 
 from __future__ import annotations
 
-import sys
 import unittest
 
 from httmock import response  # noqa
@@ -27,22 +26,11 @@ def exit_json(self, **args):
 
 class GitlabModuleTestCase(unittest.TestCase):
     def setUp(self):
-        unitest_python_version_check_requirement(self)
-
         self.mock_module = FakeAnsibleModule()
 
         self.gitlab_instance = gitlab.Gitlab("http://localhost", private_token="private_token", api_version=4)
 
 
-# Python 2.7+ is needed for python-gitlab
-GITLAB_MINIMUM_PYTHON_VERSION = (2, 7)
-
-
-# Verify if the current Python version is higher than GITLAB_MINIMUM_PYTHON_VERSION
-def python_version_match_requirement():
-    return sys.version_info >= GITLAB_MINIMUM_PYTHON_VERSION
-
-
 def python_gitlab_module_version():
     return gitlab.__version__
 
@@ -51,14 +39,6 @@ def python_gitlab_version_match_requirement():
     return "2.3.0"
 
 
-# Skip unittest test case if python version don't match requirement
-def unitest_python_version_check_requirement(unittest_testcase):
-    if not python_version_match_requirement():
-        unittest_testcase.skipTest(
-            f"Python {'.'.join(map(str, GITLAB_MINIMUM_PYTHON_VERSION))}+ is needed for python-gitlab"
-        )
-
-
 """
 USER API
 """
diff --git a/tests/unit/plugins/modules/test_dnsimple.py b/tests/unit/plugins/modules/test_dnsimple.py
index ccfc85b1f60..6db2d2bf627 100644
--- a/tests/unit/plugins/modules/test_dnsimple.py
+++ b/tests/unit/plugins/modules/test_dnsimple.py
@@ -12,12 +12,8 @@
 )
 from unittest.mock import patch
 import pytest
-import sys
 
 dnsimple = pytest.importorskip("dnsimple")
-mandatory_py_version = pytest.mark.skipif(
-    sys.version_info < (3, 6), reason="The dnsimple dependency requires python3.6 or higher"
-)
 
 from dnsimple import DNSimpleException
 
diff --git a/tests/unit/plugins/modules/test_gitlab_deploy_key.py b/tests/unit/plugins/modules/test_gitlab_deploy_key.py
index bb90aaa1acb..7dd3823445a 100644
--- a/tests/unit/plugins/modules/test_gitlab_deploy_key.py
+++ b/tests/unit/plugins/modules/test_gitlab_deploy_key.py
@@ -19,7 +19,6 @@ def _dummy(x):
 try:
     from .gitlab import (
         GitlabModuleTestCase,
-        python_version_match_requirement,
         resp_get_project,
         resp_find_project_deploy_key,
         resp_create_project_deploy_key,
@@ -27,8 +26,7 @@ def _dummy(x):
     )
 
     # GitLab module requirements
-    if python_version_match_requirement():
-        from gitlab.v4.objects import ProjectKey
+    from gitlab.v4.objects import ProjectKey
 except ImportError:
     pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing"))
     # Need to set these to something so that we don't fail when parsing
diff --git a/tests/unit/plugins/modules/test_gitlab_group.py b/tests/unit/plugins/modules/test_gitlab_group.py
index 1d44cb5d449..71e81e0c77e 100644
--- a/tests/unit/plugins/modules/test_gitlab_group.py
+++ b/tests/unit/plugins/modules/test_gitlab_group.py
@@ -19,7 +19,6 @@ def _dummy(x):
 try:
     from .gitlab import (
         GitlabModuleTestCase,
-        python_version_match_requirement,
         resp_get_group,
         resp_get_missing_group,
         resp_create_group,
@@ -29,8 +28,7 @@ def _dummy(x):
     )
 
     # GitLab module requirements
-    if python_version_match_requirement():
-        from gitlab.v4.objects import Group
+    from gitlab.v4.objects import Group
 except ImportError:
     pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing"))
     # Need to set these to something so that we don't fail when parsing
diff --git a/tests/unit/plugins/modules/test_gitlab_hook.py b/tests/unit/plugins/modules/test_gitlab_hook.py
index 71743a51b1a..7dc8055766c 100644
--- a/tests/unit/plugins/modules/test_gitlab_hook.py
+++ b/tests/unit/plugins/modules/test_gitlab_hook.py
@@ -19,7 +19,6 @@ def _dummy(x):
 try:
     from .gitlab import (
         GitlabModuleTestCase,
-        python_version_match_requirement,
         resp_get_project,
         resp_find_project_hook,
         resp_create_project_hook,
@@ -27,8 +26,7 @@ def _dummy(x):
     )
 
     # GitLab module requirements
-    if python_version_match_requirement():
-        from gitlab.v4.objects import ProjectHook
+    from gitlab.v4.objects import ProjectHook
 except ImportError:
     pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing"))
     # Need to set these to something so that we don't fail when parsing
diff --git a/tests/unit/plugins/modules/test_gitlab_project.py b/tests/unit/plugins/modules/test_gitlab_project.py
index fd7460d7e27..5298469bd17 100644
--- a/tests/unit/plugins/modules/test_gitlab_project.py
+++ b/tests/unit/plugins/modules/test_gitlab_project.py
@@ -19,7 +19,6 @@ def _dummy(x):
 try:
     from .gitlab import (
         GitlabModuleTestCase,
-        python_version_match_requirement,
         resp_get_group,
         resp_get_project_by_name,
         resp_create_project,
@@ -29,8 +28,7 @@ def _dummy(x):
     )
 
     # GitLab module requirements
-    if python_version_match_requirement():
-        from gitlab.v4.objects import Project
+    from gitlab.v4.objects import Project
 except ImportError:
     pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing"))
     # Need to set these to something so that we don't fail when parsing
diff --git a/tests/unit/plugins/modules/test_gitlab_protected_branch.py b/tests/unit/plugins/modules/test_gitlab_protected_branch.py
index 39917d8d41c..d42193cd25c 100644
--- a/tests/unit/plugins/modules/test_gitlab_protected_branch.py
+++ b/tests/unit/plugins/modules/test_gitlab_protected_branch.py
@@ -21,7 +21,6 @@ def _dummy(x):
 try:
     from .gitlab import (
         GitlabModuleTestCase,
-        python_version_match_requirement,
         python_gitlab_module_version,
         python_gitlab_version_match_requirement,
         resp_get_protected_branch,
@@ -32,12 +31,12 @@ def _dummy(x):
     )
 
     # GitLab module requirements
-    if python_version_match_requirement():
-        from gitlab.v4.objects import Project  # noqa: F401, pylint: disable=unused-import
+    from gitlab.v4.objects import Project  # noqa: F401, pylint: disable=unused-import
+
     gitlab_req_version = python_gitlab_version_match_requirement()
     gitlab_module_version = python_gitlab_module_version()
     if LooseVersion(gitlab_module_version) < LooseVersion(gitlab_req_version):
-        pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing (Wrong  version)"))
+        pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing (Wrong version)"))
 except ImportError:
     pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing"))
 
diff --git a/tests/unit/plugins/modules/test_gitlab_runner.py b/tests/unit/plugins/modules/test_gitlab_runner.py
index 37ce965bbc6..b9197b24c6c 100644
--- a/tests/unit/plugins/modules/test_gitlab_runner.py
+++ b/tests/unit/plugins/modules/test_gitlab_runner.py
@@ -22,7 +22,6 @@ def _dummy(x):
     from .gitlab import (
         FakeAnsibleModule,
         GitlabModuleTestCase,
-        python_version_match_requirement,
         resp_find_runners_all,
         resp_find_runners_list,
         resp_find_project_runners,
@@ -35,8 +34,7 @@ def _dummy(x):
     )
 
     # GitLab module requirements
-    if python_version_match_requirement():
-        from gitlab.v4.objects import Runner
+    from gitlab.v4.objects import Runner
 except ImportError:
     pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing"))
     # Need to set these to something so that we don't fail when parsing
diff --git a/tests/unit/plugins/modules/test_gitlab_user.py b/tests/unit/plugins/modules/test_gitlab_user.py
index 25c8e042173..2dbae4edff2 100644
--- a/tests/unit/plugins/modules/test_gitlab_user.py
+++ b/tests/unit/plugins/modules/test_gitlab_user.py
@@ -19,7 +19,6 @@ def _dummy(x):
 try:
     from .gitlab import (
         GitlabModuleTestCase,
-        python_version_match_requirement,
         resp_find_user,
         resp_get_user,
         resp_get_user_keys,
@@ -34,8 +33,7 @@ def _dummy(x):
     )
 
     # GitLab module requirements
-    if python_version_match_requirement():
-        from gitlab.v4.objects import User
+    from gitlab.v4.objects import User
 except ImportError:
     pytestmark.append(pytest.mark.skip("Could not load gitlab module required for testing"))
     # Need to set these to something so that we don't fail when parsing
diff --git a/tests/unit/plugins/modules/test_modprobe.py b/tests/unit/plugins/modules/test_modprobe.py
index 2cd879c93a3..6fcc6a525ec 100644
--- a/tests/unit/plugins/modules/test_modprobe.py
+++ b/tests/unit/plugins/modules/test_modprobe.py
@@ -4,7 +4,6 @@
 
 from __future__ import annotations
 
-import sys
 from unittest.mock import patch, Mock, mock_open
 from ansible_collections.community.internal_test_tools.tests.unit.plugins.modules.utils import (
     ModuleTestCase,
@@ -152,9 +151,6 @@ def test_unload_module_failure(self):
 
 class TestModuleIsLoadedPersistently(ModuleTestCase):
     def setUp(self):
-        if sys.version_info[0] == 3 and sys.version_info[1] < 7:
-            self.skipTest("open_mock doesn't support readline in earlier python versions")
-
         super().setUp()
 
         self.mock_get_bin_path = patch("ansible.module_utils.basic.AnsibleModule.get_bin_path")
@@ -216,8 +212,6 @@ def test_module_is_not_loaded_no_files(self):
 
 class TestPermanentParams(ModuleTestCase):
     def setUp(self):
-        if sys.version_info[0] == 3 and sys.version_info[1] < 7:
-            self.skipTest("open_mock doesn't support readline in earlier python versions")
         super().setUp()
 
         self.mock_get_bin_path = patch("ansible.module_utils.basic.AnsibleModule.get_bin_path")