diff --git a/prefect_gcp/workers/cloud_run_v2.py b/prefect_gcp/workers/cloud_run_v2.py
index 956beb4..6a5a548 100644
--- a/prefect_gcp/workers/cloud_run_v2.py
+++ b/prefect_gcp/workers/cloud_run_v2.py
@@ -54,7 +54,8 @@ def _get_default_job_body_template() -> Dict[str, Any]:
                 "serviceAccount": "{{ service_account_name }}",
                 "maxRetries": "{{ max_retries }}",
                 "timeout": "{{ timeout }}",
-                "vpcAccess": "{{ vpc_connector_name }}",
+                "vpcAccess":
+                    {"connector": "{{ vpc_connector_name }}"},
                 "containers": [
                     {
                         "env": [],
@@ -184,7 +185,7 @@ def prepare_for_flow_run(
         self._format_args_if_present()
         self._populate_image_if_not_present()
         self._populate_timeout()
-        self._populate_vpc_if_present()
+        self._remove_vpc_access_if_unset()
 
     def _populate_timeout(self):
         """
@@ -235,14 +236,19 @@ def _format_args_if_present(self):
                 "args"
             ] = shlex.split(args)
 
-    def _populate_vpc_if_present(self):
+    def _remove_vpc_access_if_unset(self):
         """
-        Populates the job body with the VPC connector if present.
+        Removes vpcAccess if unset.
         """
-        if self.job_body["template"]["template"].get("vpcAccess") is not None:
-            self.job_body["template"]["template"]["vpcAccess"] = {
-                "connector": self.job_body["template"]["template"]["vpcAccess"],
-            }
+        vpc_access = self.job_body["template"]["template"].get("vpcAccess")
+
+        if not vpc_access:
+            return
+
+        # if connector is the only key and it's not set, we'll remove it.
+        # otherwise we'll pass whatever the user has provided.
+        if len(vpc_access) == 1 and vpc_access.get("connector") is None:
+            self.job_body["template"]["template"]["vpcAccess"] = None
 
     # noinspection PyMethodParameters
     @validator("job_body")
diff --git a/tests/test_cloud_run_worker_v2.py b/tests/test_cloud_run_worker_v2.py
index 5422430..b45c705 100644
--- a/tests/test_cloud_run_worker_v2.py
+++ b/tests/test_cloud_run_worker_v2.py
@@ -15,7 +15,9 @@ def job_body():
             "template": {
                 "maxRetries": None,
                 "timeout": None,
-                "vpcAccess": "projects/my_project/locations/us-central1/connectors/my-connector",  # noqa: E501
+                "vpcAccess": {
+                    "connector": None,
+                },
                 "containers": [
                     {
                         "env": [],
@@ -122,12 +124,48 @@ def test_format_args_if_present(self, cloud_run_worker_v2_job_config):
             "containers"
         ][0]["args"] == ["-m", "prefect.engine"]
 
-    def test_populate_vpc_if_present(self, cloud_run_worker_v2_job_config):
-        cloud_run_worker_v2_job_config._populate_vpc_if_present()
+
+    def test_remove_vpc_access_if_unset(self, cloud_run_worker_v2_job_config):
+        assert cloud_run_worker_v2_job_config.job_body["template"]["template"][
+            "vpcAccess"
+        ] == {"connector": None}
+
+        cloud_run_worker_v2_job_config._remove_vpc_access_if_unset()
 
         assert (
-            cloud_run_worker_v2_job_config.job_body["template"]["template"][
-                "vpcAccess"
-            ]["connector"]
-            == "projects/my_project/locations/us-central1/connectors/my-connector"
+            cloud_run_worker_v2_job_config.job_body["template"]["template"]["vpcAccess"]
+            is None
         )
+
+    def test_vpc_access_left_alone_if_connector_set(
+        self, cloud_run_worker_v2_job_config
+    ):
+        cloud_run_worker_v2_job_config.job_body["template"]["template"]["vpcAccess"][
+            "connector"
+        ] = "projects/my_project/locations/us-central1/connectors/my-connector"
+
+        cloud_run_worker_v2_job_config._remove_vpc_access_if_unset()
+
+        assert cloud_run_worker_v2_job_config.job_body["template"]["template"][
+            "vpcAccess"
+        ] == {
+            "connector": "projects/my_project/locations/us-central1/connectors/my-connector"
+        }
+
+    def test_vpc_access_left_alone_if_network_config_set(
+        self, cloud_run_worker_v2_job_config
+    ):
+        cloud_run_worker_v2_job_config.job_body["template"]["template"]["vpcAccess"][
+            "networkInterfaces"
+        ] = [{"network": "projects/my_project/global/networks/my-network"}]
+
+        cloud_run_worker_v2_job_config._remove_vpc_access_if_unset()
+
+        assert cloud_run_worker_v2_job_config.job_body["template"]["template"][
+            "vpcAccess"
+        ] == {
+            "connector": None,
+            "networkInterfaces": [
+                {"network": "projects/my_project/global/networks/my-network"}
+            ],
+        }
\ No newline at end of file