diff --git a/libs/databrickscfg/cfgpickers/clusters.go b/libs/databrickscfg/cfgpickers/clusters.go
index e27d13690..ba920b59b 100644
--- a/libs/databrickscfg/cfgpickers/clusters.go
+++ b/libs/databrickscfg/cfgpickers/clusters.go
@@ -136,7 +136,18 @@ func loadInteractiveClusters(ctx context.Context, w *databricks.WorkspaceClient,
 	promptSpinner := cmdio.Spinner(ctx)
 	promptSpinner <- "Loading list of clusters to select from"
 	defer close(promptSpinner)
-	all, err := w.Clusters.ListAll(ctx, compute.ListClustersRequest{})
+	all, err := w.Clusters.ListAll(ctx, compute.ListClustersRequest{
+		// Maximum page size to optimize for load time.
+		PageSize: 100,
+
+		// Filter out system clusters.
+		FilterBy: &compute.ListClustersFilterBy{
+			ClusterSources: []compute.ClusterSource{
+				compute.ClusterSourceApi,
+				compute.ClusterSourceUi,
+			},
+		},
+	})
 	if err != nil {
 		return nil, fmt.Errorf("list clusters: %w", err)
 	}
diff --git a/libs/databrickscfg/cfgpickers/clusters_test.go b/libs/databrickscfg/cfgpickers/clusters_test.go
index cde09aa44..29e190a93 100644
--- a/libs/databrickscfg/cfgpickers/clusters_test.go
+++ b/libs/databrickscfg/cfgpickers/clusters_test.go
@@ -70,7 +70,7 @@ func TestFirstCompatibleCluster(t *testing.T) {
 	cfg, server := qa.HTTPFixtures{
 		{
 			Method:   "GET",
-			Resource: "/api/2.1/clusters/list?",
+			Resource: "/api/2.1/clusters/list?filter_by.cluster_sources=API&filter_by.cluster_sources=UI&page_size=100",
 			Response: compute.ListClustersResponse{
 				Clusters: []compute.ClusterDetails{
 					{
@@ -125,7 +125,7 @@ func TestNoCompatibleClusters(t *testing.T) {
 	cfg, server := qa.HTTPFixtures{
 		{
 			Method:   "GET",
-			Resource: "/api/2.1/clusters/list?",
+			Resource: "/api/2.1/clusters/list?filter_by.cluster_sources=API&filter_by.cluster_sources=UI&page_size=100",
 			Response: compute.ListClustersResponse{
 				Clusters: []compute.ClusterDetails{
 					{