diff --git a/test/gpu-consumer-job.yaml b/test/gpu-consumer-job.yaml
new file mode 100644
index 0000000..845969f
--- /dev/null
+++ b/test/gpu-consumer-job.yaml
@@ -0,0 +1,21 @@
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: gpu-consumer-job
+spec:
+  template:
+    metadata:
+      name: gpu-consumer-pod
+      labels:
+        susql.label/1: gpu
+    spec:
+      restartPolicy: Never
+      containers:
+        - name: gpu-consumer-container
+          image: "quay.io/trent_s/gpu-burn"
+          env:
+          - name: RUNSECONDS
+            value: "900"
+          resources:
+            limits:
+              nvidia.com/gpu: 1
diff --git a/test/labelgroups.yaml b/test/labelgroups.yaml
index 55321a2..3728013 100644
--- a/test/labelgroups.yaml
+++ b/test/labelgroups.yaml
@@ -1,6 +1,15 @@
 ---
 apiVersion: susql.ibm.com/v1
 kind: LabelGroup
+metadata:
+    name: gpu
+    namespace: default
+spec:
+    labels:
+        - gpu
+---
+apiVersion: susql.ibm.com/v1
+kind: LabelGroup
 metadata:
     name: only-model-1
     namespace: default