diff --git a/projects/vdk-plugins/vdk-notebook/src/vdk/plugin/notebook/notebook.py b/projects/vdk-plugins/vdk-notebook/src/vdk/plugin/notebook/notebook.py
index ad527b21ab..a9640b315c 100644
--- a/projects/vdk-plugins/vdk-notebook/src/vdk/plugin/notebook/notebook.py
+++ b/projects/vdk-plugins/vdk-notebook/src/vdk/plugin/notebook/notebook.py
@@ -82,7 +82,7 @@ def register_notebook_steps(file_path: Path, context: JobContext):
                         )
                         notebook_steps.append(step)
                         context.step_builder.add_step(step)
-
+            context.step_builder._StepBuilder__steps.sort(key=lambda step: step.name)
             log.debug(f"{len(notebook_steps)} " f"cells with vdk tag were detected!")
         except json.JSONDecodeError as e:
             errors.log_and_rethrow(
diff --git a/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/10_delete_table.sql b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/10_delete_table.sql
new file mode 100644
index 0000000000..a569a6543f
--- /dev/null
+++ b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/10_delete_table.sql
@@ -0,0 +1 @@
+DROP TABLE IF EXISTS rest_target_table;
diff --git a/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/20_create_table.ipynb b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/20_create_table.ipynb
new file mode 100644
index 0000000000..9775a3caf1
--- /dev/null
+++ b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/20_create_table.ipynb
@@ -0,0 +1,42 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "826a105f-1874-4251-8abd-75fb898ba71c",
+   "metadata": {
+    "pycharm": {
+     "name": "#%%\n"
+    },
+    "tags": [
+     "vdk"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "job_input.execute_query(\"CREATE TABLE rest_target_table (userId, id, title, completed);\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/30_rest_ingest.py b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/30_rest_ingest.py
new file mode 100644
index 0000000000..6f26277734
--- /dev/null
+++ b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/30_rest_ingest.py
@@ -0,0 +1,13 @@
+# Copyright 2021-2023 VMware, Inc.
+# SPDX-License-Identifier: Apache-2.0
+import requests
+
+
+def run(job_input):
+    response = requests.get("https://jsonplaceholder.typicode.com/todos/1")
+    response.raise_for_status()
+    payload = response.json()
+
+    job_input.send_object_for_ingestion(
+        payload=payload, destination_table="rest_target_table"
+    )
diff --git a/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/config.ini b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/config.ini
new file mode 100644
index 0000000000..adc5f80a56
--- /dev/null
+++ b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/config.ini
@@ -0,0 +1,16 @@
+; Supported format: https://docs.python.org/3/library/configparser.html#supported-ini-file-structure
+
+; This is the only file required to deploy a Data Job.
+; Read more to understand what each option means:
+
+; Information about the owner of the Data Job
+[owner]
+
+; Team is a way to group Data Jobs that belonged to the same team.
+team = jupyter-test-jobs
+
+[vdk]
+; Key value pairs of any configuration options that can be passed to vdk.
+; For possible options in your vdk installation execute command vdk config-help
+db_default_type=SQLITE
+ingest_method_default=SQLITE
diff --git a/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/requirements.txt b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/requirements.txt
new file mode 100644
index 0000000000..15d8cd6f62
--- /dev/null
+++ b/projects/vdk-plugins/vdk-notebook/tests/jobs/mixed-rest-api/requirements.txt
@@ -0,0 +1,5 @@
+# Python jobs can specify extra library dependencies in requirements.txt file.
+# See https://pip.readthedocs.io/en/stable/user_guide/#requirements-files
+# The file is optional and can be deleted if no extra library dependencies are necessary.
+
+requests
diff --git a/projects/vdk-plugins/vdk-notebook/tests/test_plugin.py b/projects/vdk-plugins/vdk-notebook/tests/test_plugin.py
index 9f266044c7..c9f8dcdb23 100644
--- a/projects/vdk-plugins/vdk-notebook/tests/test_plugin.py
+++ b/projects/vdk-plugins/vdk-notebook/tests/test_plugin.py
@@ -54,3 +54,17 @@ def test_failing_job_with_sql_error(self) -> None:
             ["run", jobs_path_from_caller_directory("rest-api-job-sql-error")]
         )
         cli_assert_equal(1, result)
+
+    def test_mixed_job_with_py_and_sql(self) -> None:
+        result: Result = self.__runner.invoke(
+            ["run", jobs_path_from_caller_directory("mixed-rest-api")]
+        )
+        cli_assert_equal(0, result)
+        actual_rs: Result = self.__runner.invoke(
+            ["sqlite-query", "--query", "SELECT * FROM rest_target_table"]
+        )
+        assert actual_rs.stdout == (
+            "  userId    id  title                 completed\n"
+            "--------  ----  ------------------  -----------\n"
+            "       1     1  delectus aut autem            0\n"
+        )