diff --git a/google/resource_dataproc_cluster.go b/google/resource_dataproc_cluster.go
index 2738b31e..196c7320 100644
--- a/google/resource_dataproc_cluster.go
+++ b/google/resource_dataproc_cluster.go
@@ -321,6 +321,13 @@ func instanceConfigSchema() *schema.Schema {
 					Computed: true,
 				},
 
+				"image_uri": {
+					Type:     schema.TypeString,
+					Optional: true,
+					Computed: true,
+					ForceNew: true,
+				},
+
 				"machine_type": {
 					Type:     schema.TypeString,
 					Optional: true,
@@ -618,6 +625,9 @@ func expandInstanceGroupConfig(cfg map[string]interface{}) *dataproc.InstanceGro
 	if v, ok := cfg["machine_type"]; ok {
 		icg.MachineTypeUri = GetResourceNameFromSelfLink(v.(string))
 	}
+	if v, ok := cfg["image_uri"]; ok {
+		icg.ImageUri = v.(string)
+	}
 
 	if dc, ok := cfg["disk_config"]; ok {
 		d := dc.([]interface{})
@@ -873,6 +883,7 @@ func flattenInstanceGroupConfig(d *schema.ResourceData, icg *dataproc.InstanceGr
 	if icg != nil {
 		data["num_instances"] = icg.NumInstances
 		data["machine_type"] = GetResourceNameFromSelfLink(icg.MachineTypeUri)
+		data["image_uri"] = icg.ImageUri
 		data["instance_names"] = icg.InstanceNames
 		if icg.DiskConfig != nil {
 			disk["boot_disk_size_gb"] = icg.DiskConfig.BootDiskSizeGb
diff --git a/website/docs/r/dataproc_cluster.html.markdown b/website/docs/r/dataproc_cluster.html.markdown
index 674a65ca..ba1d6ae6 100644
--- a/website/docs/r/dataproc_cluster.html.markdown
+++ b/website/docs/r/dataproc_cluster.html.markdown
@@ -251,6 +251,9 @@ The `cluster_config.master_config` block supports:
    to create for the master. If not specified, GCP will default to a predetermined
    computed value (currently `n1-standard-4`).
 
+* `image_uri` (Optional) The URI for the image to use for this worker.  See [the guide](https://cloud.google.com/dataproc/docs/guides/dataproc-images)
+    for more information.
+
 * `disk_config` (Optional) Disk Config
 
 	* `boot_disk_type` - (Optional) The disk type of the primary disk attached to each node.
@@ -318,6 +321,9 @@ The `cluster_config.worker_config` block supports:
     * `num_local_ssds` - (Optional) The amount of local SSD disks that will be
 	attached to each worker cluster node. Defaults to 0.
 
+* `image_uri` (Optional) The URI for the image to use for this worker.  See [the guide](https://cloud.google.com/dataproc/docs/guides/dataproc-images)
+    for more information.
+
 * `accelerators` (Optional) The Compute Engine accelerator configuration for these instances. Can be specified multiple times.
 
     * `accelerator_type` - (Required) The short name of the accelerator type to expose to this instance. For example, `nvidia-tesla-k80`.