diff --git a/doc/source/kubernetes.rst b/doc/source/kubernetes.rst
index 54d6e2873..b3f5d2bff 100644
--- a/doc/source/kubernetes.rst
+++ b/doc/source/kubernetes.rst
@@ -277,6 +277,46 @@ Selecting the kubernetes driver adds the following options to the
             that this field contains arbitrary key/value pairs and is
             unrelated to the concept of labels in Nodepool.
 
+         .. attr:: dynamic-labels
+            :type: dict
+            :default: None
+
+            Similar to
+            :attr:`providers.[kubernetes].pools.labels.labels`,
+            but is interpreted as a format string with the following
+            values available:
+
+            * request: Information about the request which prompted the
+              creation of this node (note that the node may ultimately
+              be used for a different request and in that case this
+              information will not be updated).
+
+              * id: The request ID.
+
+              * labels: The list of labels in the request.
+
+              * requestor: The name of the requestor.
+
+              * requestor_data: Key/value information from the requestor.
+
+              * relative_priority: The relative priority of the request.
+
+              * event_id: The external event ID of the request.
+
+              * created_time: The creation time of the request.
+
+              * tenant_name: The name of the tenant associated with the
+                request.
+
+            For example:
+
+            .. code-block:: yaml
+
+               labels:
+                 - name: pod-fedora
+                   dynamic-labels:
+                     request_info: "{request.id}"
+
          .. attr:: annotations
             :type: dict
 
diff --git a/doc/source/openshift-pods.rst b/doc/source/openshift-pods.rst
index bc5809031..d81d3d311 100644
--- a/doc/source/openshift-pods.rst
+++ b/doc/source/openshift-pods.rst
@@ -240,6 +240,46 @@ Selecting the openshift pods driver adds the following options to the
             that this field contains arbitrary key/value pairs and is
             unrelated to the concept of labels in Nodepool.
 
+         .. attr:: dynamic-labels
+            :type: dict
+            :default: None
+
+            Similar to
+            :attr:`providers.[openshiftpods].pools.labels.labels`,
+            but is interpreted as a format string with the following
+            values available:
+
+            * request: Information about the request which prompted the
+              creation of this node (note that the node may ultimately
+              be used for a different request and in that case this
+              information will not be updated).
+
+              * id: The request ID.
+
+              * labels: The list of labels in the request.
+
+              * requestor: The name of the requestor.
+
+              * requestor_data: Key/value information from the requestor.
+
+              * relative_priority: The relative priority of the request.
+
+              * event_id: The external event ID of the request.
+
+              * created_time: The creation time of the request.
+
+              * tenant_name: The name of the tenant associated with the
+                request.
+
+            For example:
+
+            .. code-block:: yaml
+
+               labels:
+                 - name: pod-fedora
+                   dynamic-labels:
+                     request_info: "{request.id}"
+
          .. attr:: annotations
             :type: dict
 
diff --git a/doc/source/openshift.rst b/doc/source/openshift.rst
index 0709c7024..7b3c0dec4 100644
--- a/doc/source/openshift.rst
+++ b/doc/source/openshift.rst
@@ -288,6 +288,46 @@ Selecting the openshift driver adds the following options to the
             that this field contains arbitrary key/value pairs and is
             unrelated to the concept of labels in Nodepool.
 
+         .. attr:: dynamic-labels
+            :type: dict
+            :default: None
+
+            Similar to
+            :attr:`providers.[openshift].pools.labels.labels`,
+            but is interpreted as a format string with the following
+            values available:
+
+            * request: Information about the request which prompted the
+              creation of this node (note that the node may ultimately
+              be used for a different request and in that case this
+              information will not be updated).
+
+              * id: The request ID.
+
+              * labels: The list of labels in the request.
+
+              * requestor: The name of the requestor.
+
+              * requestor_data: Key/value information from the requestor.
+
+              * relative_priority: The relative priority of the request.
+
+              * event_id: The external event ID of the request.
+
+              * created_time: The creation time of the request.
+
+              * tenant_name: The name of the tenant associated with the
+                request.
+
+            For example:
+
+            .. code-block:: yaml
+
+               labels:
+                 - name: pod-fedora
+                   dynamic-labels:
+                     request_info: "{request.id}"
+
          .. attr:: annotations
             :type: dict
 
diff --git a/nodepool/driver/kubernetes/config.py b/nodepool/driver/kubernetes/config.py
index 54ece13a2..66560f788 100644
--- a/nodepool/driver/kubernetes/config.py
+++ b/nodepool/driver/kubernetes/config.py
@@ -91,6 +91,7 @@ class KubernetesPool(ConfigPool):
             pl.volumes = label.get('volumes')
             pl.volume_mounts = label.get('volume-mounts')
             pl.labels = label.get('labels')
+            pl.dynamic_labels = label.get('dynamic-labels', {})
             pl.annotations = label.get('annotations')
             pl.pool = self
             self.labels[pl.name] = pl
@@ -154,6 +155,7 @@ class KubernetesProviderConfig(ProviderConfig):
             'volumes': list,
             'volume-mounts': list,
             'labels': dict,
+            'dynamic-labels': dict,
             'annotations': dict,
             'extra-resources': {str: int},
         }
diff --git a/nodepool/driver/kubernetes/handler.py b/nodepool/driver/kubernetes/handler.py
index 2f915227c..6f3d26c8c 100644
--- a/nodepool/driver/kubernetes/handler.py
+++ b/nodepool/driver/kubernetes/handler.py
@@ -33,10 +33,12 @@ 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.label)
+                self.node, self.handler.pool.name, self.label,
+                self.handler.request)
         else:
             resource = self.handler.manager.createPod(
-                self.node, self.handler.pool.name, self.label)
+                self.node, self.handler.pool.name, self.label,
+                self.handler.request)
 
         self.node.state = zk.READY
         self.node.python_path = self.label.python_path
diff --git a/nodepool/driver/kubernetes/provider.py b/nodepool/driver/kubernetes/provider.py
index 59571314e..ba9bbec5b 100644
--- a/nodepool/driver/kubernetes/provider.py
+++ b/nodepool/driver/kubernetes/provider.py
@@ -156,22 +156,16 @@ class KubernetesProvider(Provider, QuotaSupport):
                 break
             time.sleep(1)
 
-    def createNamespace(self, node, pool, label, restricted_access=False):
+    def createNamespace(
+            self, node, pool, label, request, 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,
-        })
+        k8s_labels = self._getK8sLabels(label, node, pool, request)
 
         # Create the namespace
         ns_body = {
@@ -309,7 +303,7 @@ class KubernetesProvider(Provider, QuotaSupport):
         self.log.info("%s: namespace created" % namespace)
         return resource
 
-    def createPod(self, node, pool, label):
+    def createPod(self, node, pool, label, request):
         container_body = {
             'name': label.name,
             'image': label.image,
@@ -365,16 +359,7 @@ class KubernetesProvider(Provider, QuotaSupport):
                 '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,
-        })
-
+        k8s_labels = self._getK8sLabels(label, node, pool, request)
         k8s_annotations = {}
         if label.annotations:
             k8s_annotations.update(label.annotations)
@@ -391,7 +376,7 @@ class KubernetesProvider(Provider, QuotaSupport):
             'restartPolicy': 'Never',
         }
 
-        resource = self.createNamespace(node, pool, label,
+        resource = self.createNamespace(node, pool, label, request,
                                         restricted_access=True)
         namespace = resource['namespace']
 
@@ -439,3 +424,23 @@ class KubernetesProvider(Provider, QuotaSupport):
     def unmanagedQuotaUsed(self):
         # TODO: return real quota information about quota
         return QuotaInformation()
+
+    def _getK8sLabels(self, label, node, pool, request):
+        k8s_labels = {}
+        if label.labels:
+            k8s_labels.update(label.labels)
+
+        for k, v in label.dynamic_labels.items():
+            try:
+                k8s_labels[k] = v.format(request=request.getSafeAttributes())
+            except Exception:
+                self.log.exception("Error formatting tag %s", k)
+
+        k8s_labels.update({
+            'nodepool_node_id': node.id,
+            'nodepool_provider_name': self.provider.name,
+            'nodepool_pool_name': pool,
+            'nodepool_node_label': label.name,
+        })
+
+        return k8s_labels
diff --git a/nodepool/driver/openshift/config.py b/nodepool/driver/openshift/config.py
index 853a1585b..fa073da49 100644
--- a/nodepool/driver/openshift/config.py
+++ b/nodepool/driver/openshift/config.py
@@ -94,6 +94,7 @@ class OpenshiftPool(ConfigPool):
             pl.volumes = label.get('volumes')
             pl.volume_mounts = label.get('volume-mounts')
             pl.labels = label.get('labels')
+            pl.dynamic_labels = label.get('dynamic-labels', {})
             pl.annotations = label.get('annotations')
             pl.pool = self
             self.labels[pl.name] = pl
@@ -162,6 +163,7 @@ class OpenshiftProviderConfig(ProviderConfig):
             'volumes': list,
             'volume-mounts': list,
             'labels': dict,
+            'dynamic-labels': dict,
             'annotations': dict,
             'extra-resources': {str: int},
         }
diff --git a/nodepool/driver/openshift/handler.py b/nodepool/driver/openshift/handler.py
index ce6f6619a..45a022f1f 100644
--- a/nodepool/driver/openshift/handler.py
+++ b/nodepool/driver/openshift/handler.py
@@ -34,14 +34,15 @@ class OpenshiftLauncher(NodeLauncher):
         self.log.debug("Creating resource")
         project = "%s-%s" % (self.handler.pool.name, self.node.id)
         self.node.external_id = self.handler.manager.createProject(
-            self.node, self.handler.pool.name, project, self.label)
+            self.node, self.handler.pool.name, project, self.label,
+            self.handler.request)
         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)
+                project, self.label.name, self.label, self.handler.request)
             self.handler.manager.waitForPod(project, self.label.name)
             resource['pod'] = self.label.name
             self.node.connection_type = "kubectl"
diff --git a/nodepool/driver/openshift/provider.py b/nodepool/driver/openshift/provider.py
index 1ecf5e07c..8335036ec 100644
--- a/nodepool/driver/openshift/provider.py
+++ b/nodepool/driver/openshift/provider.py
@@ -130,19 +130,11 @@ class OpenshiftProvider(Provider, QuotaSupport):
                 break
             time.sleep(1)
 
-    def createProject(self, node, pool, project, label):
+    def createProject(self, node, pool, project, label, request):
         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,
-        })
+        k8s_labels = self._getK8sLabels(label, node, pool, request)
 
         proj_body = {
             'apiVersion': 'project.openshift.io/v1',
@@ -228,7 +220,7 @@ class OpenshiftProvider(Provider, QuotaSupport):
         self.log.info("%s: project created" % project)
         return resource
 
-    def createPod(self, node, pool, project, pod_name, label):
+    def createPod(self, node, pool, project, pod_name, label, request):
         self.log.debug("%s: creating pod in project %s" % (pod_name, project))
         container_body = {
             'name': label.name,
@@ -286,15 +278,7 @@ class OpenshiftProvider(Provider, QuotaSupport):
                 '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,
-        })
+        k8s_labels = self._getK8sLabels(label, node, pool, request)
 
         k8s_annotations = {}
         if label.annotations:
@@ -355,3 +339,23 @@ class OpenshiftProvider(Provider, QuotaSupport):
     def unmanagedQuotaUsed(self):
         # TODO: return real quota information about quota
         return QuotaInformation()
+
+    def _getK8sLabels(self, label, node, pool, request):
+        k8s_labels = {}
+        if label.labels:
+            k8s_labels.update(label.labels)
+
+        for k, v in label.dynamic_labels.items():
+            try:
+                k8s_labels[k] = v.format(request=request.getSafeAttributes())
+            except Exception:
+                self.log.exception("Error formatting tag %s", k)
+
+        k8s_labels.update({
+            'nodepool_node_id': node.id,
+            'nodepool_provider_name': self.provider.name,
+            'nodepool_pool_name': pool,
+            'nodepool_node_label': label.name,
+        })
+
+        return k8s_labels
diff --git a/nodepool/driver/openshiftpods/config.py b/nodepool/driver/openshiftpods/config.py
index 7101f7d02..3c853bb72 100644
--- a/nodepool/driver/openshiftpods/config.py
+++ b/nodepool/driver/openshiftpods/config.py
@@ -83,6 +83,7 @@ class OpenshiftPodsProviderConfig(OpenshiftProviderConfig):
             'volumes': list,
             'volume-mounts': list,
             'labels': dict,
+            'dynamic-labels': dict,
             'annotations': dict,
             'extra-resources': {str: int},
         }
diff --git a/nodepool/driver/openshiftpods/handler.py b/nodepool/driver/openshiftpods/handler.py
index 380da10f4..67d59f1d2 100644
--- a/nodepool/driver/openshiftpods/handler.py
+++ b/nodepool/driver/openshiftpods/handler.py
@@ -27,7 +27,8 @@ class OpenshiftPodLauncher(OpenshiftLauncher):
         pod_name = "%s-%s" % (self.label.name, self.node.id)
         project = self.handler.pool.name
         self.handler.manager.createPod(self.node, self.handler.pool.name,
-                                       project, pod_name, self.label)
+                                       project, pod_name, self.label,
+                                       self.handler.request)
         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/kubernetes.yaml b/nodepool/tests/fixtures/kubernetes.yaml
index 116410774..1acd9090e 100644
--- a/nodepool/tests/fixtures/kubernetes.yaml
+++ b/nodepool/tests/fixtures/kubernetes.yaml
@@ -37,6 +37,11 @@ providers:
             image: docker.io/fedora:28
             labels:
               environment: qa
+            dynamic-labels:
+              # Note: we double the braces to deal with unit-test
+              # pre-processing of this file.  The output and actual
+              # file syntax is single braces.
+              tenant: "{{request.tenant_name}}"
             privileged: true
             node-selector:
               storageType: ssd
diff --git a/nodepool/tests/fixtures/openshift.yaml b/nodepool/tests/fixtures/openshift.yaml
index e8b4f7ff1..a7fbaac0e 100644
--- a/nodepool/tests/fixtures/openshift.yaml
+++ b/nodepool/tests/fixtures/openshift.yaml
@@ -45,6 +45,8 @@ providers:
             shell-type: csh
             labels:
               environment: qa
+            dynamic-labels:
+              tenant: "{{request.tenant_name}}"
             privileged: true
             node-selector:
               storageType: ssd
diff --git a/nodepool/tests/unit/test_driver_kubernetes.py b/nodepool/tests/unit/test_driver_kubernetes.py
index a35f8ecaa..5b4919a1a 100644
--- a/nodepool/tests/unit/test_driver_kubernetes.py
+++ b/nodepool/tests/unit/test_driver_kubernetes.py
@@ -198,7 +198,8 @@ class TestDriverKubernetes(tests.DBTestCase):
                 'nodepool_node_id': '0000000000',
                 'nodepool_provider_name': 'kubespray',
                 'nodepool_pool_name': 'main',
-                'nodepool_node_label': 'pod-extra'
+                'nodepool_node_label': 'pod-extra',
+                'tenant': 'tenant-1',
             },
         })
         self.assertEqual(pod['spec'], {
diff --git a/nodepool/tests/unit/test_driver_openshift.py b/nodepool/tests/unit/test_driver_openshift.py
index f4063fa2b..4a1a283b8 100644
--- a/nodepool/tests/unit/test_driver_openshift.py
+++ b/nodepool/tests/unit/test_driver_openshift.py
@@ -233,7 +233,8 @@ class TestDriverOpenshift(tests.DBTestCase):
                 'nodepool_node_id': '0000000000',
                 'nodepool_provider_name': 'openshift',
                 'nodepool_pool_name': 'main',
-                'nodepool_node_label': 'pod-extra'
+                'nodepool_node_label': 'pod-extra',
+                'tenant': 'tenant-1',
             },
         })
         self.assertEqual(pod['spec'], {
diff --git a/releasenotes/notes/dynamic-k8s-labels-f8d5f0e4b9566fd6.yaml b/releasenotes/notes/dynamic-k8s-labels-f8d5f0e4b9566fd6.yaml
new file mode 100644
index 000000000..d5d3d6e16
--- /dev/null
+++ b/releasenotes/notes/dynamic-k8s-labels-f8d5f0e4b9566fd6.yaml
@@ -0,0 +1,11 @@
+---
+features:
+  - |
+    The Kubernetes and OpenShift drivers now support adding dynamic metadata,
+    i.e. Pod and Namespace labels, with information about the corresponding
+    node request. This is analogous to the existing dynamic tags of the
+    OpenStack, AWS, and Azure drivers.
+
+    See :attr:`providers.[kubernetes].pools.labels.dynamic-labels`,
+    :attr:`providers.[openshift].pools.labels.dynamic-labels`, and
+    :attr:`providers.[openshiftpods].pools.labels.dynamic-labels` for details.