diff --git a/clusters/clusters_api.go b/clusters/clusters_api.go
index d47cfb6090..6a08a4a608 100644
--- a/clusters/clusters_api.go
+++ b/clusters/clusters_api.go
@@ -447,7 +447,7 @@ func (cluster Cluster) Validate() error {
 	if profile == "singleNode" && strings.HasPrefix(master, "local") && resourceClass == "SingleNode" {
 		return nil
 	}
-	return fmt.Errorf("NumWorkers could be 0 only for SingleNode clusters. See https://docs.databricks.com/clusters/single-node.html for more details")
+	return errors.New(numWorkerErr)
 }
 
 // TODO: Remove this once all the resources using clusters are migrated to Go SDK.
diff --git a/clusters/resource_cluster.go b/clusters/resource_cluster.go
index fb77a5f76d..3c03502023 100644
--- a/clusters/resource_cluster.go
+++ b/clusters/resource_cluster.go
@@ -26,7 +26,26 @@ var clusterSchema = resourceClusterSchema()
 var clusterSchemaVersion = 4
 
 const (
-	numWorkerErr                              = "NumWorkers could be 0 only for SingleNode clusters. See https://docs.databricks.com/clusters/single-node.html for more details"
+	numWorkerErr = `num_workers may be 0 only for single-node clusters. To create a single node
+cluster please include the following configuration in your cluster configuration:
+
+  spark_conf = {
+    "spark.databricks.cluster.profile" : "singleNode"
+    "spark.master" : "local[*]"
+  }
+
+  custom_tags = {
+    "ResourceClass" = "SingleNode"
+  }
+
+Please note that the Databricks Terraform provider cannot detect if the above configuration
+is defined in a policy used by the cluster. Please define this in the cluster configuration
+itself to create a single node cluster.
+
+For more details please see:
+  1. https://registry.terraform.io/providers/databricks/databricks/latest/docs/resources/cluster#fixed-size-or-autoscaling-cluster
+  2. https://docs.databricks.com/clusters/single-node.html`
+
 	unsupportedExceptCreateEditClusterSpecErr = "unsupported type %T, must be one of %scompute.CreateCluster, %scompute.ClusterSpec or %scompute.EditCluster. Please report this issue to the GitHub repo"
 )
 
diff --git a/clusters/resource_cluster_test.go b/clusters/resource_cluster_test.go
index 804067597b..240b62cb4e 100644
--- a/clusters/resource_cluster_test.go
+++ b/clusters/resource_cluster_test.go
@@ -1860,8 +1860,7 @@ func TestResourceClusterCreate_SingleNodeFail(t *testing.T) {
 			"is_pinned":               false,
 		},
 	}.Apply(t)
-	assert.Error(t, err)
-	require.Equal(t, true, strings.Contains(err.Error(), "NumWorkers could be 0 only for SingleNode clusters"))
+	assert.EqualError(t, err, numWorkerErr)
 }
 
 func TestResourceClusterCreate_NegativeNumWorkers(t *testing.T) {
@@ -1900,8 +1899,7 @@ func TestResourceClusterUpdate_FailNumWorkersZero(t *testing.T) {
 			"num_workers":             0,
 		},
 	}.Apply(t)
-	assert.Error(t, err)
-	require.Equal(t, true, strings.Contains(err.Error(), "NumWorkers could be 0 only for SingleNode clusters"))
+	assert.EqualError(t, err, numWorkerErr)
 }
 
 func TestModifyClusterRequestAws(t *testing.T) {
diff --git a/jobs/resource_job_test.go b/jobs/resource_job_test.go
index 95ffb03923..75a780c00a 100644
--- a/jobs/resource_job_test.go
+++ b/jobs/resource_job_test.go
@@ -2056,8 +2056,21 @@ func TestResourceJobCreateSingleNode_Fail(t *testing.T) {
 			jar = "dbfs://ff/gg/hh.jar"
 		}`,
 	}.Apply(t)
-	assert.Error(t, err)
-	require.Equal(t, true, strings.Contains(err.Error(), "NumWorkers could be 0 only for SingleNode clusters"))
+	assert.ErrorContains(t, err, `num_workers may be 0 only for single-node clusters. To create a single node
+cluster please include the following configuration in your cluster configuration:
+
+  spark_conf = {
+    "spark.databricks.cluster.profile" : "singleNode"
+    "spark.master" : "local[*]"
+  }
+
+  custom_tags = {
+    "ResourceClass" = "SingleNode"
+  }
+
+Please note that the Databricks Terraform provider cannot detect if the above configuration
+is defined in a policy used by the cluster. Please define this in the cluster configuration
+itself to create a single node cluster.`)
 }
 
 func TestResourceJobRead(t *testing.T) {
@@ -2946,8 +2959,21 @@ func TestResourceJobUpdate_FailNumWorkersZero(t *testing.T) {
 			parameters = ["--cleanup", "full"]
 		}`,
 	}.Apply(t)
-	assert.Error(t, err)
-	require.Equal(t, true, strings.Contains(err.Error(), "NumWorkers could be 0 only for SingleNode clusters"))
+	assert.ErrorContains(t, err, `num_workers may be 0 only for single-node clusters. To create a single node
+cluster please include the following configuration in your cluster configuration:
+
+  spark_conf = {
+    "spark.databricks.cluster.profile" : "singleNode"
+    "spark.master" : "local[*]"
+  }
+
+  custom_tags = {
+    "ResourceClass" = "SingleNode"
+  }
+
+Please note that the Databricks Terraform provider cannot detect if the above configuration
+is defined in a policy used by the cluster. Please define this in the cluster configuration
+itself to create a single node cluster.`)
 }
 
 func TestJobsAPIList(t *testing.T) {