diff --git a/.vib/spark/goss/goss.yaml b/.vib/spark/goss/goss.yaml
new file mode 100644
index 000000000000..a1d2d7f4df21
--- /dev/null
+++ b/.vib/spark/goss/goss.yaml
@@ -0,0 +1,12 @@
+gossfile:
+  # Goss tests exclusive to the current container
+  ../../spark/goss/spark.yaml: {}
+  # Load scripts from .vib/common/goss/templates
+  ../../common/goss/templates/check-app-version.yaml: {}
+  ../../common/goss/templates/check-binaries.yaml: {}
+  ../../common/goss/templates/check-broken-symlinks.yaml: {}
+  ../../common/goss/templates/check-ca-certs.yaml: {}
+  ../../common/goss/templates/check-directories.yaml: {}
+  ../../common/goss/templates/check-linked-libraries.yaml: {}
+  ../../common/goss/templates/check-sed-in-place.yaml: {}
+  ../../common/goss/templates/check-spdx.yaml: {}
diff --git a/.vib/spark/goss/spark.yaml b/.vib/spark/goss/spark.yaml
new file mode 100644
index 000000000000..fbdacbbaa5d8
--- /dev/null
+++ b/.vib/spark/goss/spark.yaml
@@ -0,0 +1,6 @@
+command:
+  {{- range $module:= .Vars.python.modules }}
+  check-python-{{ $module }}:
+    exec: /opt/bitnami/spark/venv/bin/python -c 'import {{ $module }}'
+    exit-status: 0
+  {{- end }}
diff --git a/.vib/spark/goss/vars.yaml b/.vib/spark/goss/vars.yaml
new file mode 100644
index 000000000000..5180621ed073
--- /dev/null
+++ b/.vib/spark/goss/vars.yaml
@@ -0,0 +1,32 @@
+binaries:
+  - python
+  - spark-shell
+  - spark-submit
+  - java
+directories:
+  - mode: "0775"
+    group: "root"
+    paths:
+      - /opt/bitnami/spark/tmp
+      - /opt/bitnami/spark/logs
+      - /opt/bitnami/spark/conf
+      - /opt/bitnami/spark/work
+      - /opt/bitnami/spark/jars
+root_dir: /opt/bitnami
+version:
+  bin_name: spark-shell --version
+  flag: --version
+linked_libraries:
+  exclude_paths:
+    # Exclude specific Pip modules from paths because they link to non-existent libraries that are not expected to exist
+  - .*\/lib\/python[0-9.]+\/site-packages\/numpy.libs\/.*
+  - .*\/lib\/python[0-9.]+\/site-packages\/psycopg2_binary.libs\/.*
+python:
+  modules:
+    - pyspark
+    - awscli
+    - boto3
+    - botocore
+    - psycopg2
+    - pandas
+    - py4j
diff --git a/.vib/spark/vib-publish.json b/.vib/spark/vib-publish.json
index 8b6fe8eab4e6..6663d2c6ec5d 100644
--- a/.vib/spark/vib-publish.json
+++ b/.vib/spark/vib-publish.json
@@ -3,7 +3,8 @@
     "resources": {
       "url": "{VIB_ENV_CONTAINER_URL}",
       "path": "{VIB_ENV_PATH}"
-    }
+    },
+    "runtime_parameters": "Y29tbWFuZDogWyJ0YWlsIiwgIi1mIiwgIi9kZXYvbnVsbCJd"
   },
   "phases": {
     "package": {
@@ -33,6 +34,21 @@
     },
     "verify": {
       "actions": [
+        {
+          "action_id": "goss",
+          "params": {
+            "resources": {
+              "path": "/.vib"
+            },
+            "tests_file": "spark/goss/goss.yaml",
+            "vars_file": "spark/goss/vars.yaml",
+            "remote": {
+              "pod": {
+                "workload": "deploy-spark"
+              }
+            }
+          }
+        },
         {
           "action_id": "trivy",
           "params": {
@@ -77,9 +93,9 @@
               "url": "{VIB_ENV_PACKAGES_JSON_URL}",
               "path": "/{VIB_ENV_PATH}",
               "authn": {
-                  "header": "Authorization",
-                  "token": "Bearer {VIB_ENV_GITHUB_TOKEN}"
-                }
+                "header": "Authorization",
+                "token": "Bearer {VIB_ENV_GITHUB_TOKEN}"
+              }
             }
           }
         }
diff --git a/.vib/spark/vib-verify.json b/.vib/spark/vib-verify.json
index a34e8aee9161..bf7a925ac432 100644
--- a/.vib/spark/vib-verify.json
+++ b/.vib/spark/vib-verify.json
@@ -3,7 +3,8 @@
     "resources": {
       "url": "{SHA_ARCHIVE}",
       "path": "{VIB_ENV_PATH}"
-    }
+    },
+    "runtime_parameters": "Y29tbWFuZDogWyJ0YWlsIiwgIi1mIiwgIi9kZXYvbnVsbCJd"
   },
   "phases": {
     "package": {
@@ -29,6 +30,21 @@
     },
     "verify": {
       "actions": [
+        {
+          "action_id": "goss",
+          "params": {
+            "resources": {
+              "path": "/.vib"
+            },
+            "tests_file": "spark/goss/goss.yaml",
+            "vars_file": "spark/goss/vars.yaml",
+            "remote": {
+              "pod": {
+                "workload": "deploy-spark"
+              }
+            }
+          }
+        },
         {
           "action_id": "trivy",
           "params": {