diff --git a/doc/source/kubernetes.rst b/doc/source/kubernetes.rst
index d70854bb5..196e48693 100644
--- a/doc/source/kubernetes.rst
+++ b/doc/source/kubernetes.rst
@@ -188,6 +188,15 @@ Selecting the kubernetes driver adds the following options to the
 
             The ImagePullPolicy, can be IfNotPresent, Always or Never.
 
+         .. attr:: labels
+            :type: dict
+
+            A dictionary of additional values to be added to the
+            namespace or pod metadata.  The value of this field is
+            added to the `metadata.labels` field in Kubernetes.  Note
+            that this field contains arbitrary key/value pairs and is
+            unrelated to the concept of labels in Nodepool.
+
          .. attr:: python-path
             :type: str
             :default: auto
@@ -262,6 +271,15 @@ Selecting the kubernetes driver adds the following options to the
             A map of key-value pairs to ensure the Kubernetes scheduler
             places the Pod on a node with specific node labels.
 
+         .. attr:: scheduler-name
+            :type: str
+
+            Only used by the
+            :value:`providers.[kubernetes].pools.labels.type.pod`
+            label type.  Sets the `schedulerName` field on the
+            container.  Normally left unset for the Kubernetes
+            default.
+
          .. attr:: privileged
             :type: bool
 
@@ -269,3 +287,21 @@ Selecting the kubernetes driver adds the following options to the
             :value:`providers.[kubernetes].pools.labels.type.pod`
             label type.  Sets the `securityContext.privileged` flag on
             the container.  Normally left unset for the Kubernetes default.
+
+         .. attr:: volumes
+            :type: list
+
+            Only used by the
+            :value:`providers.[kubernetes].pools.labels.type.pod`
+            label type.  Sets the `volumes` field on the pod.  If
+            supplied, this should be a list of Kubernetes Pod Volume
+            definitions.
+
+         .. attr:: volume-mounts
+            :type: list
+
+            Only used by the
+            :value:`providers.[kubernetes].pools.labels.type.pod`
+            label type.  Sets the `volumeMounts` flag on the
+            container.  If supplied, this should be a list of
+            Kubernetes Container VolumeMount definitions.
diff --git a/doc/source/openshift-pods.rst b/doc/source/openshift-pods.rst
index 96ea78c5a..3e03eea4a 100644
--- a/doc/source/openshift-pods.rst
+++ b/doc/source/openshift-pods.rst
@@ -123,6 +123,15 @@ Selecting the openshift pods driver adds the following options to the
                    image-pull-secrets:
                      - name: registry-secret
 
+         .. attr:: labels
+            :type: dict
+
+            A dictionary of additional values to be added to the
+            namespace or pod metadata.  The value of this field is
+            added to the `metadata.labels` field in OpenShift.  Note
+            that this field contains arbitrary key/value pairs and is
+            unrelated to the concept of labels in Nodepool.
+
          .. attr:: cpu
             :type: int
 
@@ -182,8 +191,27 @@ Selecting the openshift pods driver adds the following options to the
             A map of key-value pairs to ensure the OpenShift scheduler
             places the Pod on a node with specific node labels.
 
+         .. attr:: scheduler-name
+            :type: str
+
+            Sets the `schedulerName` field on the container.  Normally
+            left unset for the OpenShift default.
+
          .. attr:: privileged
             :type: bool
 
             Sets the `securityContext.privileged` flag on the
             container.  Normally left unset for the OpenShift default.
+
+         .. attr:: volumes
+            :type: list
+
+            Sets the `volumes` field on the pod.  If supplied, this
+            should be a list of OpenShift Pod Volume definitions.
+
+         .. attr:: volume-mounts
+            :type: list
+
+            Sets the `volumeMounts` flag on the container.  If
+            supplied, this should be a list of OpenShift Container
+            VolumeMount definitions.
diff --git a/doc/source/openshift.rst b/doc/source/openshift.rst
index 34ea028bf..cf4f7ba8c 100644
--- a/doc/source/openshift.rst
+++ b/doc/source/openshift.rst
@@ -159,6 +159,15 @@ Selecting the openshift driver adds the following options to the
                    image-pull-secrets:
                      - name: registry-secret
 
+         .. attr:: labels
+            :type: dict
+
+            A dictionary of additional values to be added to the
+            namespace or pod metadata.  The value of this field is
+            added to the `metadata.labels` field in OpenShift.  Note
+            that this field contains arbitrary key/value pairs and is
+            unrelated to the concept of labels in Nodepool.
+
          .. attr:: python-path
             :type: str
             :default: auto
@@ -226,6 +235,15 @@ Selecting the openshift driver adds the following options to the
             A map of key-value pairs to ensure the OpenShift scheduler
             places the Pod on a node with specific node labels.
 
+         .. attr:: scheduler-name
+            :type: str
+
+            Only used by the
+            :value:`providers.[openshift].pools.labels.type.pod`
+            label type.  Sets the `schedulerName` field on the
+            container.  Normally left unset for the OpenShift
+            default.
+
          .. attr:: privileged
             :type: bool
 
@@ -233,3 +251,21 @@ Selecting the openshift driver adds the following options to the
             :value:`providers.[openshift].pools.labels.type.pod`
             label type.  Sets the `securityContext.privileged` flag on
             the container.  Normally left unset for the OpenShift default.
+
+         .. attr:: volumes
+            :type: list
+
+            Only used by the
+            :value:`providers.[openshift].pools.labels.type.pod`
+            label type.  Sets the `volumes` field on the pod.  If
+            supplied, this should be a list of OpenShift Pod Volume
+            definitions.
+
+         .. attr:: volume-mounts
+            :type: list
+
+            Only used by the
+            :value:`providers.[openshift].pools.labels.type.pod`
+            label type.  Sets the `volumeMounts` flag on the
+            container.  If supplied, this should be a list of
+            OpenShift Container VolumeMount definitions.
diff --git a/nodepool/driver/kubernetes/config.py b/nodepool/driver/kubernetes/config.py
index 3cb71860c..11310065c 100644
--- a/nodepool/driver/kubernetes/config.py
+++ b/nodepool/driver/kubernetes/config.py
@@ -57,6 +57,10 @@ class KubernetesPool(ConfigPool):
             pl.env = label.get('env', [])
             pl.node_selector = label.get('node-selector')
             pl.privileged = label.get('privileged')
+            pl.scheduler_name = label.get('scheduler-name')
+            pl.volumes = label.get('volumes')
+            pl.volume_mounts = label.get('volume-mounts')
+            pl.labels = label.get('labels')
             pl.pool = self
             self.labels[pl.name] = pl
             full_config.labels[label['name']].pools.append(self)
@@ -104,6 +108,10 @@ class KubernetesProviderConfig(ProviderConfig):
             'env': [env_var],
             'node-selector': dict,
             'privileged': bool,
+            'scheduler-name': str,
+            'volumes': list,
+            'volume-mounts': list,
+            'labels': dict,
         }
 
         pool = ConfigPool.getCommonSchemaDict()
diff --git a/nodepool/driver/kubernetes/handler.py b/nodepool/driver/kubernetes/handler.py
index 50c4553ca..6286a6d11 100644
--- a/nodepool/driver/kubernetes/handler.py
+++ b/nodepool/driver/kubernetes/handler.py
@@ -32,7 +32,7 @@ class K8SLauncher(NodeLauncher):
         self.log.debug("Creating resource")
         if self.label.type == "namespace":
             resource = self.handler.manager.createNamespace(
-                self.node, self.handler.pool.name)
+                self.node, self.handler.pool.name, self.label)
         else:
             resource = self.handler.manager.createPod(
                 self.node, self.handler.pool.name, self.label)
diff --git a/nodepool/driver/kubernetes/provider.py b/nodepool/driver/kubernetes/provider.py
index cd7ab348b..34dae6ec8 100644
--- a/nodepool/driver/kubernetes/provider.py
+++ b/nodepool/driver/kubernetes/provider.py
@@ -155,23 +155,30 @@ class KubernetesProvider(Provider, QuotaSupport):
                 break
             time.sleep(1)
 
-    def createNamespace(self, node, pool, restricted_access=False):
+    def createNamespace(self, node, pool, label, restricted_access=False):
         name = node.id
         namespace = "%s-%s" % (pool, name)
         user = "zuul-worker"
 
         self.log.debug("%s: creating namespace" % namespace)
+
+        k8s_labels = {}
+        if label.labels:
+            k8s_labels.update(label.labels)
+        k8s_labels.update({
+            'nodepool_node_id': node.id,
+            'nodepool_provider_name': self.provider.name,
+            'nodepool_pool_name': pool,
+            'nodepool_node_label': label.name,
+        })
+
         # Create the namespace
         ns_body = {
             'apiVersion': 'v1',
             'kind': 'Namespace',
             'metadata': {
                 'name': namespace,
-                'labels': {
-                    'nodepool_node_id': node.id,
-                    'nodepool_provider_name': self.provider.name,
-                    'nodepool_pool_name': pool,
-                }
+                'labels': k8s_labels,
             }
         }
         proj = self.k8s_client.create_namespace(ns_body)
@@ -330,28 +337,43 @@ class KubernetesProvider(Provider, QuotaSupport):
         if label.node_selector:
             spec_body['nodeSelector'] = label.node_selector
 
+        if label.scheduler_name:
+            spec_body['schedulerName'] = label.scheduler_name
+
+        if label.volumes:
+            spec_body['volumes'] = label.volumes
+
+        if label.volume_mounts:
+            container_body['volumeMounts'] = label.volume_mounts
+
         if label.privileged is not None:
             container_body['securityContext'] = {
                 'privileged': label.privileged,
             }
 
+        k8s_labels = {}
+        if label.labels:
+            k8s_labels.update(label.labels)
+        k8s_labels.update({
+            'nodepool_node_id': node.id,
+            'nodepool_provider_name': self.provider.name,
+            'nodepool_pool_name': pool,
+            'nodepool_node_label': label.name,
+        })
+
         pod_body = {
             'apiVersion': 'v1',
             'kind': 'Pod',
             'metadata': {
                 'name': label.name,
-                'labels': {
-                    'nodepool_node_id': node.id,
-                    'nodepool_provider_name': self.provider.name,
-                    'nodepool_pool_name': pool,
-                    'nodepool_node_label': label.name,
-                }
+                'labels': k8s_labels,
             },
             'spec': spec_body,
             'restartPolicy': 'Never',
         }
 
-        resource = self.createNamespace(node, pool, restricted_access=True)
+        resource = self.createNamespace(node, pool, label,
+                                        restricted_access=True)
         namespace = resource['namespace']
 
         self.k8s_client.create_namespaced_pod(namespace, pod_body)
diff --git a/nodepool/driver/openshift/config.py b/nodepool/driver/openshift/config.py
index 34b84c40e..1e7c1909a 100644
--- a/nodepool/driver/openshift/config.py
+++ b/nodepool/driver/openshift/config.py
@@ -53,6 +53,10 @@ class OpenshiftPool(ConfigPool):
             pl.env = label.get('env', [])
             pl.node_selector = label.get('node-selector')
             pl.privileged = label.get('privileged')
+            pl.scheduler_name = label.get('scheduler-name')
+            pl.volumes = label.get('volumes')
+            pl.volume_mounts = label.get('volume-mounts')
+            pl.labels = label.get('labels')
             pl.pool = self
             self.labels[pl.name] = pl
             full_config.labels[label['name']].pools.append(self)
@@ -101,6 +105,10 @@ class OpenshiftProviderConfig(ProviderConfig):
             'env': [env_var],
             'node-selector': dict,
             'privileged': bool,
+            'scheduler-name': str,
+            'volumes': list,
+            'volume-mounts': list,
+            'labels': dict,
         }
 
         pool = ConfigPool.getCommonSchemaDict()
diff --git a/nodepool/driver/openshift/handler.py b/nodepool/driver/openshift/handler.py
index 7131955f7..669467312 100644
--- a/nodepool/driver/openshift/handler.py
+++ b/nodepool/driver/openshift/handler.py
@@ -31,12 +31,14 @@ class OpenshiftLauncher(NodeLauncher):
     def _launchLabel(self):
         self.log.debug("Creating resource")
         project = "%s-%s" % (self.handler.pool.name, self.node.id)
-        self.node.external_id = self.handler.manager.createProject(project)
+        self.node.external_id = self.handler.manager.createProject(
+            self.node, self.handler.pool.name, project, self.label)
         self.zk.storeNode(self.node)
 
         resource = self.handler.manager.prepareProject(project)
         if self.label.type == "pod":
             self.handler.manager.createPod(
+                self.node, self.handler.pool.name,
                 project, self.label.name, self.label)
             self.handler.manager.waitForPod(project, self.label.name)
             resource['pod'] = self.label.name
diff --git a/nodepool/driver/openshift/provider.py b/nodepool/driver/openshift/provider.py
index 3a894d882..e584273d3 100644
--- a/nodepool/driver/openshift/provider.py
+++ b/nodepool/driver/openshift/provider.py
@@ -125,14 +125,26 @@ class OpenshiftProvider(Provider, QuotaSupport):
                 break
             time.sleep(1)
 
-    def createProject(self, project):
+    def createProject(self, node, pool, project, label):
         self.log.debug("%s: creating project" % project)
         # Create the project
+
+        k8s_labels = {}
+        if label.labels:
+            k8s_labels.update(label.labels)
+        k8s_labels.update({
+            'nodepool_node_id': node.id,
+            'nodepool_provider_name': self.provider.name,
+            'nodepool_pool_name': pool,
+            'nodepool_node_label': label.name,
+        })
+
         proj_body = {
             'apiVersion': 'project.openshift.io/v1',
             'kind': 'ProjectRequest',
             'metadata': {
                 'name': project,
+                'labels': k8s_labels,
             }
         }
         projects = self.os_client.resources.get(
@@ -211,7 +223,7 @@ class OpenshiftProvider(Provider, QuotaSupport):
         self.log.info("%s: project created" % project)
         return resource
 
-    def createPod(self, project, pod_name, label):
+    def createPod(self, node, pool, project, pod_name, label):
         self.log.debug("%s: creating pod in project %s" % (pod_name, project))
         container_body = {
             'name': label.name,
@@ -239,15 +251,37 @@ class OpenshiftProvider(Provider, QuotaSupport):
         if label.node_selector:
             spec_body['nodeSelector'] = label.node_selector
 
+        if label.scheduler_name:
+            spec_body['schedulerName'] = label.scheduler_name
+
+        if label.volumes:
+            spec_body['volumes'] = label.volumes
+
+        if label.volume_mounts:
+            container_body['volumeMounts'] = label.volume_mounts
+
         if label.privileged is not None:
             container_body['securityContext'] = {
                 'privileged': label.privileged,
             }
 
+        k8s_labels = {}
+        if label.labels:
+            k8s_labels.update(label.labels)
+        k8s_labels.update({
+            'nodepool_node_id': node.id,
+            'nodepool_provider_name': self.provider.name,
+            'nodepool_pool_name': pool,
+            'nodepool_node_label': label.name,
+        })
+
         pod_body = {
             'apiVersion': 'v1',
             'kind': 'Pod',
-            'metadata': {'name': pod_name},
+            'metadata': {
+                'name': pod_name,
+                'labels': k8s_labels,
+            },
             'spec': spec_body,
             'restartPolicy': 'Never',
         }
diff --git a/nodepool/driver/openshiftpods/config.py b/nodepool/driver/openshiftpods/config.py
index 2dfe4e59c..253014b2a 100644
--- a/nodepool/driver/openshiftpods/config.py
+++ b/nodepool/driver/openshiftpods/config.py
@@ -61,6 +61,10 @@ class OpenshiftPodsProviderConfig(OpenshiftProviderConfig):
             'env': [env_var],
             'node-selector': dict,
             'privileged': bool,
+            'scheduler-name': str,
+            'volumes': list,
+            'volume-mounts': list,
+            'labels': dict,
         }
 
         pool = ConfigPool.getCommonSchemaDict()
diff --git a/nodepool/driver/openshiftpods/handler.py b/nodepool/driver/openshiftpods/handler.py
index 65c733a68..b2482b3bd 100644
--- a/nodepool/driver/openshiftpods/handler.py
+++ b/nodepool/driver/openshiftpods/handler.py
@@ -25,7 +25,8 @@ class OpenshiftPodLauncher(OpenshiftLauncher):
         self.log.debug("Creating resource")
         pod_name = "%s-%s" % (self.label.name, self.node.id)
         project = self.handler.pool.name
-        self.handler.manager.createPod(project, pod_name, self.label)
+        self.handler.manager.createPod(self.node, self.handler.pool.name,
+                                       project, pod_name, self.label)
         self.node.external_id = "%s-%s" % (project, pod_name)
         self.node.interface_ip = pod_name
         self.zk.storeNode(self.node)
diff --git a/nodepool/tests/fixtures/config_validate/good.yaml b/nodepool/tests/fixtures/config_validate/good.yaml
index daf7573ed..05a50a96e 100644
--- a/nodepool/tests/fixtures/config_validate/good.yaml
+++ b/nodepool/tests/fixtures/config_validate/good.yaml
@@ -158,6 +158,16 @@ providers:
             node-selector:
               storageType: ssd
             privileged: true
+            volumes:
+              - name: my-csi-inline-vol
+                csi:
+                  driver: inline.storage.kubernetes.io
+            volume-mounts:
+              - mountPath: "/data"
+                name: my-csi-inline-vol
+            scheduler-name: niftyScheduler
+            labels:
+              environment: qa
 
   - name: openshift
     driver: openshift
@@ -181,6 +191,16 @@ providers:
             node-selector:
               storageType: ssd
             privileged: true
+            volumes:
+              - name: my-csi-inline-vol
+                csi:
+                  driver: inline.storage.kubernetes.io
+            volume-mounts:
+              - mountPath: "/data"
+                name: my-csi-inline-vol
+            scheduler-name: niftyScheduler
+            labels:
+              environment: qa
 
   - name: ec2-us-east-2
     driver: aws
diff --git a/nodepool/tests/fixtures/kubernetes.yaml b/nodepool/tests/fixtures/kubernetes.yaml
index f747a5707..116410774 100644
--- a/nodepool/tests/fixtures/kubernetes.yaml
+++ b/nodepool/tests/fixtures/kubernetes.yaml
@@ -14,6 +14,7 @@ tenant-resource-limits:
 
 labels:
   - name: pod-fedora
+  - name: pod-extra
   - name: kubernetes-namespace
 
 providers:
@@ -31,3 +32,19 @@ providers:
           - name: pod-fedora
             type: pod
             image: docker.io/fedora:28
+          - name: pod-extra
+            type: pod
+            image: docker.io/fedora:28
+            labels:
+              environment: qa
+            privileged: true
+            node-selector:
+              storageType: ssd
+            scheduler-name: myscheduler
+            volumes:
+              - name: my-csi-inline-vol
+                csi:
+                  driver: inline.storage.kubernetes.io
+            volume-mounts:
+              - name: my-csi-inline-vol
+                mountPath: /data
diff --git a/nodepool/tests/fixtures/openshift.yaml b/nodepool/tests/fixtures/openshift.yaml
index 7cb6f7fda..e8b4f7ff1 100644
--- a/nodepool/tests/fixtures/openshift.yaml
+++ b/nodepool/tests/fixtures/openshift.yaml
@@ -14,6 +14,7 @@ tenant-resource-limits:
 
 labels:
   - name: pod-fedora
+  - name: pod-extra
   - name: openshift-project
   - name: pod-fedora-secret
 
@@ -32,10 +33,26 @@ providers:
           - name: pod-fedora
             type: pod
             image: docker.io/fedora:28
-            python-path: '/usr/bin/python3'
-            shell-type: csh
           - name: pod-fedora-secret
             type: pod
             image: docker.io/fedora:28
             image-pull-secrets:
               - name: registry-secret
+          - name: pod-extra
+            type: pod
+            image: docker.io/fedora:28
+            python-path: '/usr/bin/python3'
+            shell-type: csh
+            labels:
+              environment: qa
+            privileged: true
+            node-selector:
+              storageType: ssd
+            scheduler-name: myscheduler
+            volumes:
+              - name: my-csi-inline-vol
+                csi:
+                  driver: inline.storage.kubernetes.io
+            volume-mounts:
+              - name: my-csi-inline-vol
+                mountPath: /data
diff --git a/nodepool/tests/unit/test_driver_kubernetes.py b/nodepool/tests/unit/test_driver_kubernetes.py
index 9c08f63b5..81c5defe5 100644
--- a/nodepool/tests/unit/test_driver_kubernetes.py
+++ b/nodepool/tests/unit/test_driver_kubernetes.py
@@ -24,6 +24,7 @@ from nodepool.zk import zookeeper as zk
 class FakeCoreClient(object):
     def __init__(self):
         self.namespaces = []
+        self._pod_requests = []
 
         class FakeApi:
             class configuration:
@@ -73,7 +74,7 @@ class FakeCoreClient(object):
         return FakeSecret
 
     def create_namespaced_pod(self, ns, pod_body):
-        return
+        self._pod_requests.append((ns, pod_body))
 
     def read_namespaced_pod(self, name, ns):
         class FakePod:
@@ -109,6 +110,7 @@ class TestDriverKubernetes(tests.DBTestCase):
             fake_get_client))
 
     def test_kubernetes_machine(self):
+        # Test a pod with default values
         configfile = self.setup_config('kubernetes.yaml')
         pool = self.useNodepool(configfile, watermark_sleep=1)
         pool.start()
@@ -133,12 +135,91 @@ class TestDriverKubernetes(tests.DBTestCase):
                          {'key1': 'value1', 'key2': 'value2'})
         self.assertEqual(node.cloud, 'admin-cluster.local')
         self.assertEqual(node.host_id, 'k8s-default-pool-abcd-1234')
+        ns, pod = self.fake_k8s_client._pod_requests[0]
+        self.assertEqual(pod['metadata'], {
+            'name': 'pod-fedora',
+            'labels': {
+                'nodepool_node_id': '0000000000',
+                'nodepool_provider_name': 'kubespray',
+                'nodepool_pool_name': 'main',
+                'nodepool_node_label': 'pod-fedora'
+            },
+        })
+        self.assertEqual(pod['spec'], {
+            'containers': [{
+                'name': 'pod-fedora',
+                'image': 'docker.io/fedora:28',
+                'imagePullPolicy': 'IfNotPresent',
+                'command': ['/bin/sh', '-c'],
+                'args': ['while true; do sleep 30; done;'],
+                'env': []
+            }],
+        })
 
         node.state = zk.DELETING
         self.zk.storeNode(node)
 
         self.waitForNodeDeletion(node)
 
+    def test_kubernetes_machine_extra(self):
+        # Test a pod with lots of extra settings
+        configfile = self.setup_config('kubernetes.yaml')
+        pool = self.useNodepool(configfile, watermark_sleep=1)
+        pool.start()
+        req = zk.NodeRequest()
+        req.state = zk.REQUESTED
+        req.tenant_name = 'tenant-1'
+        req.node_types.append('pod-extra')
+        self.zk.storeNodeRequest(req)
+
+        self.log.debug("Waiting for request %s", req.id)
+        req = self.waitForNodeRequest(req)
+        self.assertEqual(req.state, zk.FULFILLED)
+
+        self.assertNotEqual(req.nodes, [])
+        node = self.zk.getNode(req.nodes[0])
+        self.assertEqual(node.allocated_to, req.id)
+        self.assertEqual(node.state, zk.READY)
+        self.assertIsNotNone(node.launcher)
+        self.assertEqual(node.connection_type, 'kubectl')
+        self.assertEqual(node.connection_port.get('token'), 'fake-token')
+        self.assertEqual(node.attributes,
+                         {'key1': 'value1', 'key2': 'value2'})
+        self.assertEqual(node.cloud, 'admin-cluster.local')
+        self.assertEqual(node.host_id, 'k8s-default-pool-abcd-1234')
+        ns, pod = self.fake_k8s_client._pod_requests[0]
+        self.assertEqual(pod['metadata'], {
+            'name': 'pod-extra',
+            'labels': {
+                'environment': 'qa',
+                'nodepool_node_id': '0000000000',
+                'nodepool_provider_name': 'kubespray',
+                'nodepool_pool_name': 'main',
+                'nodepool_node_label': 'pod-extra'
+            },
+        })
+        self.assertEqual(pod['spec'], {
+            'containers': [{
+                'args': ['while true; do sleep 30; done;'],
+                'command': ['/bin/sh', '-c'],
+                'env': [],
+                'image': 'docker.io/fedora:28',
+                'imagePullPolicy': 'IfNotPresent',
+                'name': 'pod-extra',
+                'securityContext': {'privileged': True},
+                'volumeMounts': [{
+                    'mountPath': '/data',
+                    'name': 'my-csi-inline-vol'
+                }],
+            }],
+            'nodeSelector': {'storageType': 'ssd'},
+            'schedulerName': 'myscheduler',
+            'volumes': [{
+                'csi': {'driver': 'inline.storage.kubernetes.io'},
+                'name': 'my-csi-inline-vol'
+            }],
+        })
+
     def test_kubernetes_native(self):
         configfile = self.setup_config('kubernetes.yaml')
         pool = self.useNodepool(configfile, watermark_sleep=1)
diff --git a/nodepool/tests/unit/test_driver_openshift.py b/nodepool/tests/unit/test_driver_openshift.py
index 011ec778f..97d5af4c8 100644
--- a/nodepool/tests/unit/test_driver_openshift.py
+++ b/nodepool/tests/unit/test_driver_openshift.py
@@ -92,6 +92,9 @@ class FakeOpenshiftClient(object):
 
 
 class FakeCoreClient(object):
+    def __init__(self):
+        self._pod_requests = []
+
     def create_namespaced_service_account(self, ns, sa_body):
         return
 
@@ -108,7 +111,7 @@ class FakeCoreClient(object):
         return FakeSecret
 
     def create_namespaced_pod(self, ns, pod_body):
-        return
+        self._pod_requests.append((ns, pod_body))
 
     def read_namespaced_pod(self, name, ns):
         class FakePod:
@@ -136,6 +139,7 @@ class TestDriverOpenshift(tests.DBTestCase):
             fake_get_client))
 
     def test_openshift_machine(self):
+        # Test a pod with default values
         configfile = self.setup_config('openshift.yaml')
         pool = self.useNodepool(configfile, watermark_sleep=1)
         pool.start()
@@ -149,6 +153,61 @@ class TestDriverOpenshift(tests.DBTestCase):
         req = self.waitForNodeRequest(req)
         self.assertEqual(req.state, zk.FULFILLED)
 
+        self.assertNotEqual(req.nodes, [])
+        node = self.zk.getNode(req.nodes[0])
+        self.assertEqual(node.allocated_to, req.id)
+        self.assertEqual(node.state, zk.READY)
+        self.assertIsNotNone(node.launcher)
+        self.assertEqual(node.connection_type, 'kubectl')
+        self.assertEqual(node.connection_port.get('token'), 'fake-token')
+        self.assertEqual(node.python_path, 'auto')
+        self.assertEqual(node.shell_type, None)
+        self.assertEqual(node.attributes,
+                         {'key1': 'value1', 'key2': 'value2'})
+        self.assertEqual(node.cloud, 'admin-cluster.local')
+        self.assertIsNone(node.host_id)
+        ns, pod = self.fake_k8s_client._pod_requests[0]
+        self.assertEqual(pod['metadata'], {
+            'name': 'pod-fedora',
+            'labels': {
+                'nodepool_node_id': '0000000000',
+                'nodepool_provider_name': 'openshift',
+                'nodepool_pool_name': 'main',
+                'nodepool_node_label': 'pod-fedora'
+            },
+        })
+        self.assertEqual(pod['spec'], {
+            'containers': [{
+                'name': 'pod-fedora',
+                'image': 'docker.io/fedora:28',
+                'imagePullPolicy': 'IfNotPresent',
+                'command': ['/bin/sh', '-c'],
+                'args': ['while true; do sleep 30; done;'],
+                'env': []
+            }],
+            'imagePullSecrets': [],
+        })
+
+        node.state = zk.DELETING
+        self.zk.storeNode(node)
+
+        self.waitForNodeDeletion(node)
+
+    def test_openshift_machine_extra(self):
+        # Test a pod with lots of extra settings
+        configfile = self.setup_config('openshift.yaml')
+        pool = self.useNodepool(configfile, watermark_sleep=1)
+        pool.start()
+        req = zk.NodeRequest()
+        req.state = zk.REQUESTED
+        req.tenant_name = 'tenant-1'
+        req.node_types.append('pod-extra')
+        self.zk.storeNodeRequest(req)
+
+        self.log.debug("Waiting for request %s", req.id)
+        req = self.waitForNodeRequest(req)
+        self.assertEqual(req.state, zk.FULFILLED)
+
         self.assertNotEqual(req.nodes, [])
         node = self.zk.getNode(req.nodes[0])
         self.assertEqual(node.allocated_to, req.id)
@@ -162,6 +221,39 @@ class TestDriverOpenshift(tests.DBTestCase):
                          {'key1': 'value1', 'key2': 'value2'})
         self.assertEqual(node.cloud, 'admin-cluster.local')
         self.assertIsNone(node.host_id)
+        ns, pod = self.fake_k8s_client._pod_requests[0]
+        self.assertEqual(pod['metadata'], {
+            'name': 'pod-extra',
+            'labels': {
+                'environment': 'qa',
+                'nodepool_node_id': '0000000000',
+                'nodepool_provider_name': 'openshift',
+                'nodepool_pool_name': 'main',
+                'nodepool_node_label': 'pod-extra'
+            },
+        })
+        self.assertEqual(pod['spec'], {
+            'containers': [{
+                'args': ['while true; do sleep 30; done;'],
+                'command': ['/bin/sh', '-c'],
+                'env': [],
+                'image': 'docker.io/fedora:28',
+                'imagePullPolicy': 'IfNotPresent',
+                'name': 'pod-extra',
+                'securityContext': {'privileged': True},
+                'volumeMounts': [{
+                    'mountPath': '/data',
+                    'name': 'my-csi-inline-vol'
+                }],
+            }],
+            'nodeSelector': {'storageType': 'ssd'},
+            'schedulerName': 'myscheduler',
+            'imagePullSecrets': [],
+            'volumes': [{
+                'csi': {'driver': 'inline.storage.kubernetes.io'},
+                'name': 'my-csi-inline-vol'
+            }],
+        })
 
         node.state = zk.DELETING
         self.zk.storeNode(node)
diff --git a/releasenotes/notes/pod-volumes-schedulers-labels-e04764f014b07424.yaml b/releasenotes/notes/pod-volumes-schedulers-labels-e04764f014b07424.yaml
new file mode 100644
index 000000000..5e76b2b3b
--- /dev/null
+++ b/releasenotes/notes/pod-volumes-schedulers-labels-e04764f014b07424.yaml
@@ -0,0 +1,4 @@
+---
+features:
+  - |
+    Added support for specifying the scheduler name, additional metadata, and volume mounts in Kubernetes and OpenShift drivers.