diff --git a/src/carnot/funcs/metadata/metadata_ops.cc b/src/carnot/funcs/metadata/metadata_ops.cc
index 5d188041052..2df205637cf 100644
--- a/src/carnot/funcs/metadata/metadata_ops.cc
+++ b/src/carnot/funcs/metadata/metadata_ops.cc
@@ -45,6 +45,7 @@ void RegisterMetadataOpsOrDie(px::carnot::udf::Registry* registry) {
   registry->RegisterOrDie<HasServiceNameUDF>("has_service_name");
   registry->RegisterOrDie<IPToPodIDUDF>("ip_to_pod_id");
   registry->RegisterOrDie<PodIDToPodNameUDF>("pod_id_to_pod_name");
+  registry->RegisterOrDie<PodIDToPodLabelsUDF>("pod_id_to_pod_labels");
   registry->RegisterOrDie<PodIDToNamespaceUDF>("pod_id_to_namespace");
   registry->RegisterOrDie<PodIDToNodeNameUDF>("pod_id_to_node_name");
   registry->RegisterOrDie<PodIDToPodStartTimeUDF>("pod_id_to_start_time");
diff --git a/src/carnot/funcs/metadata/metadata_ops.h b/src/carnot/funcs/metadata/metadata_ops.h
index c899cfafcaa..1a7e96eb113 100644
--- a/src/carnot/funcs/metadata/metadata_ops.h
+++ b/src/carnot/funcs/metadata/metadata_ops.h
@@ -122,6 +122,27 @@ class PodIDToPodNameUDF : public ScalarUDF {
   }
 };
 
+class PodIDToPodLabelsUDF : public ScalarUDF {
+ public:
+  StringValue Exec(FunctionContext* ctx, StringValue pod_id) {
+    auto md = GetMetadataState(ctx);
+
+    const auto* pod_info = md->k8s_metadata_state().PodInfoByID(pod_id);
+    if (pod_info != nullptr) {
+      return pod_info->labels();
+    }
+    return "";
+  }
+
+  static udf::ScalarUDFDocBuilder Doc() {
+    return udf::ScalarUDFDocBuilder("Get labels of a pod from its pod ID.")
+        .Details("Gets the kubernetes pod labels for the pod from its pod ID.")
+        .Example("df.labels = px.pod_id_to_pod_labels(df.pod_id)")
+        .Arg("pod_id", "The pod ID of the pod to get the labels for.")
+        .Returns("The k8s pod labels for the pod ID passed in.");
+  }
+};
+
 class PodNameToPodIDUDF : public ScalarUDF {
  public:
   StringValue Exec(FunctionContext* ctx, StringValue pod_name) {
diff --git a/src/carnot/funcs/metadata/metadata_ops_test.cc b/src/carnot/funcs/metadata/metadata_ops_test.cc
index 6729df81b5b..5e2d7fd72a4 100644
--- a/src/carnot/funcs/metadata/metadata_ops_test.cc
+++ b/src/carnot/funcs/metadata/metadata_ops_test.cc
@@ -105,6 +105,14 @@ TEST_F(MetadataOpsTest, pod_id_to_pod_name_test) {
   udf_tester.ForInput("missing").Expect("");
 }
 
+TEST_F(MetadataOpsTest, pod_id_to_pod_labels_test) {
+  auto function_ctx = std::make_unique<FunctionContext>(metadata_state_, nullptr);
+  auto udf_tester = px::carnot::udf::UDFTester<PodIDToPodLabelsUDF>(std::move(function_ctx));
+  udf_tester.ForInput("1_uid").Expect("{\"k1\":\"v1\", \"k2\":\"v2\"}");
+  udf_tester.ForInput("2_uid").Expect("{\"k1\":\"v1\"}");
+  udf_tester.ForInput("missing").Expect("");
+}
+
 TEST_F(MetadataOpsTest, pod_name_to_pod_id_test) {
   auto function_ctx = std::make_unique<FunctionContext>(metadata_state_, nullptr);
   auto udf_tester = px::carnot::udf::UDFTester<PodNameToPodIDUDF>(std::move(function_ctx));
diff --git a/src/shared/k8s/metadatapb/metadata.pb.go b/src/shared/k8s/metadatapb/metadata.pb.go
index 4768e8a62a8..018e88e6ea2 100755
--- a/src/shared/k8s/metadatapb/metadata.pb.go
+++ b/src/shared/k8s/metadatapb/metadata.pb.go
@@ -1959,6 +1959,7 @@ type PodUpdate struct {
 	HostIP           string          `protobuf:"bytes,13,opt,name=host_ip,json=hostIp,proto3" json:"host_ip,omitempty"`
 	Message          string          `protobuf:"bytes,14,opt,name=message,proto3" json:"message,omitempty"`
 	Reason           string          `protobuf:"bytes,15,opt,name=reason,proto3" json:"reason,omitempty"`
+	Labels           string          `protobuf:"bytes,17,opt,name=labels,proto3" json:"labels,omitempty"`
 }
 
 func (m *PodUpdate) Reset()      { *m = PodUpdate{} }
@@ -2105,6 +2106,13 @@ func (m *PodUpdate) GetReason() string {
 	return ""
 }
 
+func (m *PodUpdate) GetLabels() string {
+	if m != nil {
+		return m.Labels
+	}
+	return ""
+}
+
 type ContainerUpdate struct {
 	CID              string         `protobuf:"bytes,1,opt,name=cid,proto3" json:"cid,omitempty"`
 	Name             string         `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`
@@ -3216,225 +3224,225 @@ func init() {
 }
 
 var fileDescriptor_281217845a4326db = []byte{
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+	0x73, 0xb1, 0x44, 0x7c, 0xdc, 0x84, 0x37, 0x19, 0x4d, 0xab, 0xd7, 0x6d, 0x6b, 0x43, 0xad, 0xd7,
+	0xd5, 0x4f, 0x85, 0x4b, 0x20, 0xd7, 0x29, 0x14, 0x11, 0x3d, 0xc1, 0xb1, 0xa7, 0xf6, 0x83, 0x60,
+	0xfa, 0x5c, 0xe2, 0x7f, 0x62, 0x94, 0xcc, 0x0c, 0x81, 0x1e, 0x23, 0xb2, 0x44, 0x86, 0x4c, 0xed,
+	0xf1, 0x28, 0x97, 0x50, 0x1d, 0x6a, 0xa9, 0x9d, 0xc7, 0xea, 0xe3, 0x1e, 0x7e, 0xa6, 0xf7, 0xb1,
+	0x3a, 0x18, 0x8c, 0x30, 0x4d, 0x96, 0x37, 0xe0, 0x5b, 0x29, 0x9c, 0xb6, 0x36, 0x78, 0x14, 0x61,
+	0xc8, 0x73, 0x44, 0xee, 0x6b, 0xed, 0x08, 0x21, 0x8b, 0xde, 0x81, 0x7a, 0x0a, 0xa1, 0xab, 0x0e,
+	0x3f, 0xec, 0xe1, 0x47, 0xfa, 0xa8, 0xdb, 0x78, 0xda, 0xd0, 0x78, 0x2a, 0xca, 0x35, 0x7f, 0xf2,
+	0xd9, 0x17, 0xb5, 0x95, 0xcf, 0xbf, 0xa8, 0xad, 0x7c, 0xf5, 0x45, 0x4d, 0xfa, 0xbd, 0x59, 0x4d,
+	0xfa, 0x9b, 0x59, 0x4d, 0xfa, 0xe7, 0x59, 0x4d, 0xfa, 0x6c, 0x56, 0x93, 0xfe, 0x73, 0x56, 0x93,
+	0xfe, 0x6b, 0x56, 0x5b, 0xf9, 0x6a, 0x56, 0x93, 0xfe, 0xf8, 0xcb, 0xda, 0xca, 0x67, 0x5f, 0xd6,
+	0x56, 0x3e, 0xff, 0xb2, 0xb6, 0xf2, 0x53, 0x88, 0x1e, 0xdc, 0xfd, 0x3c, 0xfb, 0x62, 0xf4, 0xdd,
+	0xff, 0x0d, 0x00, 0x00, 0xff, 0xff, 0x1f, 0x67, 0x15, 0x0f, 0x19, 0x2d, 0x00, 0x00,
 }
 
 func (x DNSPolicy) String() string {
@@ -4509,6 +4517,9 @@ func (this *PodUpdate) Equal(that interface{}) bool {
 	if this.Reason != that1.Reason {
 		return false
 	}
+	if this.Labels != that1.Labels {
+		return false
+	}
 	return true
 }
 func (this *ContainerUpdate) Equal(that interface{}) bool {
@@ -5554,7 +5565,7 @@ func (this *PodUpdate) GoString() string {
 	if this == nil {
 		return "nil"
 	}
-	s := make([]string, 0, 20)
+	s := make([]string, 0, 21)
 	s = append(s, "&metadatapb.PodUpdate{")
 	s = append(s, "UID: "+fmt.Sprintf("%#v", this.UID)+",\n")
 	s = append(s, "Name: "+fmt.Sprintf("%#v", this.Name)+",\n")
@@ -5574,6 +5585,7 @@ func (this *PodUpdate) GoString() string {
 	s = append(s, "HostIP: "+fmt.Sprintf("%#v", this.HostIP)+",\n")
 	s = append(s, "Message: "+fmt.Sprintf("%#v", this.Message)+",\n")
 	s = append(s, "Reason: "+fmt.Sprintf("%#v", this.Reason)+",\n")
+	s = append(s, "Labels: "+fmt.Sprintf("%#v", this.Labels)+",\n")
 	s = append(s, "}")
 	return strings.Join(s, "")
 }
@@ -7182,6 +7194,15 @@ func (m *PodUpdate) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	_ = i
 	var l int
 	_ = l
+	if len(m.Labels) > 0 {
+		i -= len(m.Labels)
+		copy(dAtA[i:], m.Labels)
+		i = encodeVarintMetadata(dAtA, i, uint64(len(m.Labels)))
+		i--
+		dAtA[i] = 0x1
+		i--
+		dAtA[i] = 0x8a
+	}
 	if len(m.Conditions) > 0 {
 		for iNdEx := len(m.Conditions) - 1; iNdEx >= 0; iNdEx-- {
 			{
@@ -8868,6 +8889,10 @@ func (m *PodUpdate) Size() (n int) {
 			n += 2 + l + sovMetadata(uint64(l))
 		}
 	}
+	l = len(m.Labels)
+	if l > 0 {
+		n += 2 + l + sovMetadata(uint64(l))
+	}
 	return n
 }
 
@@ -9725,6 +9750,7 @@ func (this *PodUpdate) String() string {
 		`Message:` + fmt.Sprintf("%v", this.Message) + `,`,
 		`Reason:` + fmt.Sprintf("%v", this.Reason) + `,`,
 		`Conditions:` + repeatedStringForConditions + `,`,
+		`Labels:` + fmt.Sprintf("%v", this.Labels) + `,`,
 		`}`,
 	}, "")
 	return s
@@ -14612,6 +14638,38 @@ func (m *PodUpdate) Unmarshal(dAtA []byte) error {
 				return err
 			}
 			iNdEx = postIndex
+		case 17:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field Labels", wireType)
+			}
+			var stringLen uint64
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowMetadata
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				stringLen |= uint64(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			intStringLen := int(stringLen)
+			if intStringLen < 0 {
+				return ErrInvalidLengthMetadata
+			}
+			postIndex := iNdEx + intStringLen
+			if postIndex < 0 {
+				return ErrInvalidLengthMetadata
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			m.Labels = string(dAtA[iNdEx:postIndex])
+			iNdEx = postIndex
 		default:
 			iNdEx = preIndex
 			skippy, err := skipMetadata(dAtA[iNdEx:])
diff --git a/src/shared/k8s/metadatapb/metadata.proto b/src/shared/k8s/metadatapb/metadata.proto
index 4e388d0b310..4e9db97af65 100644
--- a/src/shared/k8s/metadatapb/metadata.proto
+++ b/src/shared/k8s/metadatapb/metadata.proto
@@ -413,6 +413,8 @@ message PodUpdate {
   string message = 14;
   // A brief CamelCase message indicating details about why the pod is in this state.
   string reason = 15;
+  // A json object containing pod label keys and values
+  string labels = 17;
 }
 
 enum ContainerType {
diff --git a/src/shared/k8s/metadatapb/test_proto.h b/src/shared/k8s/metadatapb/test_proto.h
index d33377f645f..137bb72453a 100644
--- a/src/shared/k8s/metadatapb/test_proto.h
+++ b/src/shared/k8s/metadatapb/test_proto.h
@@ -49,6 +49,7 @@ const char* kRunningPodUpdatePbTxt = R"(
 uid: "1_uid"
 name: "running_pod"
 namespace: "pl"
+labels: "{\"k1\":\"v1\", \"k2\":\"v2\"}"
 start_timestamp_ns: 5
 container_ids: "pod1_container_1"
 qos_class: QOS_CLASS_GUARANTEED
@@ -68,6 +69,7 @@ const char* kToBeTerminatedPodUpdatePbTxt = R"(
 uid: "2_uid"
 name: "terminating_pod"
 namespace: "pl"
+labels: "{\"k1\":\"v1\"}"
 start_timestamp_ns: 10
 container_ids: "pod2_container_1"
 qos_class: QOS_CLASS_BEST_EFFORT
diff --git a/src/shared/metadata/k8s_objects.h b/src/shared/metadata/k8s_objects.h
index a298fe8f751..e7391ad54dd 100644
--- a/src/shared/metadata/k8s_objects.h
+++ b/src/shared/metadata/k8s_objects.h
@@ -292,9 +292,12 @@ class PodInfo : public K8sMetadataObject {
   void set_node_name(std::string_view node_name) { node_name_ = node_name; }
   void set_hostname(std::string_view hostname) { hostname_ = hostname; }
   void set_pod_ip(std::string_view pod_ip) { pod_ip_ = pod_ip; }
+  void set_pod_labels(std::string labels) { labels_ = labels; }
+
   const std::string& node_name() const { return node_name_; }
   const std::string& hostname() const { return hostname_; }
   const std::string& pod_ip() const { return pod_ip_; }
+  const std::string& labels() const { return labels_; }
 
   const absl::flat_hash_set<std::string>& containers() const { return containers_; }
   const absl::flat_hash_set<std::string>& services() const { return services_; }
@@ -334,6 +337,7 @@ class PodInfo : public K8sMetadataObject {
   std::string node_name_;
   std::string hostname_;
   std::string pod_ip_;
+  std::string labels_;
 };
 
 struct UPIDStartTSCompare {
diff --git a/src/shared/metadata/metadata_state.cc b/src/shared/metadata/metadata_state.cc
index a0cb2aff656..a0390a0934d 100644
--- a/src/shared/metadata/metadata_state.cc
+++ b/src/shared/metadata/metadata_state.cc
@@ -195,6 +195,7 @@ Status K8sMetadataState::HandlePodUpdate(const PodUpdate& update) {
   pod_info->set_conditions(ConvertToPodConditions(update.conditions()));
   pod_info->set_phase_message(update.message());
   pod_info->set_phase_reason(update.reason());
+  pod_info->set_pod_labels(update.labels());
 
   pods_by_name_[{ns, name}] = object_uid;
   // Filter out daemonsets which don't have their own, unique podIP.
diff --git a/src/shared/metadata/metadata_state_test.cc b/src/shared/metadata/metadata_state_test.cc
index 9dc368a2bc6..139aa9d81e9 100644
--- a/src/shared/metadata/metadata_state_test.cc
+++ b/src/shared/metadata/metadata_state_test.cc
@@ -33,6 +33,7 @@ constexpr char kPod0UpdatePbTxt[] = R"(
   uid: "pod0_uid"
   name: "pod0"
   namespace: "ns0"
+  labels: "{\"k1\":\"v1\", \"k2\":\"v2\"}"
   start_timestamp_ns: 101
   stop_timestamp_ns: 103
   container_ids: "container0_uid"
@@ -57,6 +58,7 @@ constexpr char kPod1UpdatePbTxt[] = R"(
   uid: "pod1_uid"
   name: "pod1"
   namespace: "ns0"
+  labels: "{\"k1\":\"v1\"}"
   start_timestamp_ns: 101
   stop_timestamp_ns: 103
   container_ids: "container0_uid"
@@ -81,6 +83,7 @@ constexpr char kPod2UpdatePbTxt[] = R"(
   uid: "pod2_uid"
   name: "pod2"
   namespace: "ns0"
+  labels: "{\"k1\":\"v1\"}"
   start_timestamp_ns: 101
   stop_timestamp_ns: 0
   container_ids: "container0_uid"
@@ -217,6 +220,7 @@ TEST(K8sMetadataStateTest, HandlePodUpdate) {
   EXPECT_EQ("pod0_uid", pod_info->uid());
   EXPECT_EQ("pod0", pod_info->name());
   EXPECT_EQ("ns0", pod_info->ns());
+  EXPECT_EQ("{\"k1\":\"v1\", \"k2\":\"v2\"}", pod_info->labels());
   EXPECT_EQ(PodQOSClass::kGuaranteed, pod_info->qos_class());
   EXPECT_EQ(PodPhase::kRunning, pod_info->phase());
   EXPECT_EQ(1, pod_info->conditions().size());
diff --git a/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler.go b/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler.go
index 890660cf1f9..79459ee4c68 100644
--- a/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler.go
+++ b/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler.go
@@ -19,6 +19,7 @@
 package k8smeta
 
 import (
+	"encoding/json"
 	"fmt"
 	"net"
 	"path"
@@ -938,6 +939,11 @@ func getResourceUpdateFromPod(pod *metadatapb.Pod, uv int64) *metadatapb.Resourc
 		hostname = pod.Spec.Hostname
 	}
 
+	var podLabels []byte
+	if pod.Metadata.Labels != nil {
+		podLabels, _ = json.Marshal(pod.Metadata.Labels)
+	}
+
 	update := &metadatapb.ResourceUpdate{
 		UpdateVersion: uv,
 		Update: &metadatapb.ResourceUpdate_PodUpdate{
@@ -945,6 +951,7 @@ func getResourceUpdateFromPod(pod *metadatapb.Pod, uv int64) *metadatapb.Resourc
 				UID:              pod.Metadata.UID,
 				Name:             pod.Metadata.Name,
 				Namespace:        pod.Metadata.Namespace,
+				Labels:           string(podLabels),
 				StartTimestampNS: pod.Metadata.CreationTimestampNS,
 				StopTimestampNS:  pod.Metadata.DeletionTimestampNS,
 				QOSClass:         pod.Status.QOSClass,
diff --git a/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler_test.go b/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler_test.go
index cdd473da083..0ec245972f9 100644
--- a/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler_test.go
+++ b/src/vizier/services/metadata/controllers/k8smeta/k8s_metadata_handler_test.go
@@ -981,6 +981,7 @@ func TestPodUpdateProcessor_GetUpdatesToSend(t *testing.T) {
 					UID:              "ijkl",
 					Name:             "object_md",
 					Namespace:        "",
+					Labels:           `{"app":"myApp1","project":"myProj1"}`,
 					StartTimestampNS: 4,
 					StopTimestampNS:  6,
 					QOSClass:         metadatapb.QOS_CLASS_BURSTABLE,
diff --git a/src/vizier/services/metadata/controllers/testutils/test_proto.go b/src/vizier/services/metadata/controllers/testutils/test_proto.go
index 676397a60db..2627146d2f8 100644
--- a/src/vizier/services/metadata/controllers/testutils/test_proto.go
+++ b/src/vizier/services/metadata/controllers/testutils/test_proto.go
@@ -593,6 +593,7 @@ metadata {
     name: "test"
     uid: "abcd"
   }
+  labels: <key:"app" value:"myApp1"> labels: <key:"project" value:"myProj1">
   creation_timestamp_ns: 4
   deletion_timestamp_ns: 6
 }