diff --git a/ompi/runtime/ompi_rte.c b/ompi/runtime/ompi_rte.c
index a2feca8285..b408b4ed77 100644
--- a/ompi/runtime/ompi_rte.c
+++ b/ompi/runtime/ompi_rte.c
@@ -12,6 +12,8 @@
  *                         reserved.
  * Copyright (c) 2019      Research Organization for Information Science
  *                         and Technology (RIST).  All rights reserved.
+ * Copyright (c) 2020      Amazon.com, Inc. or its affiliates.  All Rights
+ *                         reserved.
  * $COPYRIGHT$
  */
 #include "ompi_config.h"
@@ -70,6 +72,7 @@ pmix_process_info_t pmix_process_info = {
     .proc_session_dir = NULL,
     .my_local_rank = 0,
     .my_node_rank = 0,
+    .my_numa_rank = UINT16_MAX,     /* Assume invalid NUMA rank, set to UINT16_MAX */
     .num_local_peers = 0,
     .num_procs = 0,
     .app_num = 0,
@@ -777,6 +780,28 @@ int ompi_rte_init(int *pargc, char ***pargv)
         pmix_proc_is_bound = false;
     }
 
+    /* get our numa rank from PMIx */
+    if (pmix_proc_is_bound) {
+        OPAL_MODEX_RECV_VALUE_OPTIONAL(rc, PMIX_NUMA_RANK,
+                                       &pmix_process_info.my_name, &u16ptr, PMIX_UINT16);
+        if (PMIX_SUCCESS != rc) {
+            if (ompi_singleton) {
+                /* just assume the numa_rank is invalid, set to UINT16_MAX */
+                u16 = UINT16_MAX;
+            } else {
+                ret = opal_pmix_convert_status(rc);
+                error = "numa rank";
+                goto error;
+            }
+        }
+        pmix_process_info.my_numa_rank = u16;
+    } else {
+        /* If processes are not bound, the numa_rank is not available
+         * Assign UINT16_MAX to the numa_rank to indicate an invalid value
+         */
+        pmix_process_info.my_numa_rank = UINT16_MAX;
+    }
+
     /* get our local peers */
     if (0 < pmix_process_info.num_local_peers) {
         /* if my local rank if too high, then that's an error */
@@ -866,6 +891,7 @@ int ompi_rte_init(int *pargc, char ***pargv)
     opal_process_info.proc_session_dir = pmix_process_info.proc_session_dir;
     opal_process_info.num_local_peers  = (int32_t)pmix_process_info.num_local_peers;
     opal_process_info.my_local_rank    = (int32_t)pmix_process_info.my_local_rank;
+    opal_process_info.my_numa_rank     = pmix_process_info.my_numa_rank;
     opal_process_info.cpuset           = pmix_process_info.cpuset;
 
     return OPAL_SUCCESS;
diff --git a/ompi/runtime/ompi_rte.h b/ompi/runtime/ompi_rte.h
index 616df8af34..981152ed9a 100644
--- a/ompi/runtime/ompi_rte.h
+++ b/ompi/runtime/ompi_rte.h
@@ -8,6 +8,8 @@
  *                         and Technology (RIST).  All rights reserved.
  * Copyright (c) 2020      Triad National Security, LLC. All rights
  *                         reserved.
+ * Copyright (c) 2020      Amazon.com, Inc. or its affiliates.  All Rights
+ *                         reserved.
  *
  * $COPYRIGHT$
  *
@@ -253,6 +255,8 @@ typedef struct {
     char *proc_session_dir;
     uint16_t my_local_rank;
     uint16_t my_node_rank;
+    /* process rank on local NUMA node. Set to UINT16_MAX if NUMA rank is unavailable */
+    uint16_t my_numa_rank;
     int32_t num_local_peers;
     uint32_t num_procs;
     uint32_t app_num;
diff --git a/opal/util/proc.c b/opal/util/proc.c
index 16b1968bd8..8bb9443400 100644
--- a/opal/util/proc.c
+++ b/opal/util/proc.c
@@ -9,6 +9,8 @@
  *                         and Technology (RIST). All rights reserved.
  * Copyright (c) 2015      Los Alamos National Security, LLC. All rights
  *                         reserved.
+ * Copyright (c) 2020      Amazon.com, Inc. or its affiliates.  All Rights
+ *                         reserved.
  * $COPYRIGHT$
  *
  * Additional copyrights may follow
@@ -35,6 +37,7 @@ opal_process_info_t opal_process_info = {
     .proc_session_dir = NULL,
     .num_local_peers = 0,  /* there is nobody else but me */
     .my_local_rank = 0,    /* I'm the only process around here */
+    .my_numa_rank = UINT16_MAX,     /* Assume numa_rank is unavailable, set to UINT16_MAX */
     .cpuset = NULL,
 };
 
diff --git a/opal/util/proc.h b/opal/util/proc.h
index 3bd86b6292..1cff4e0b6d 100644
--- a/opal/util/proc.h
+++ b/opal/util/proc.h
@@ -7,6 +7,8 @@
  * Copyright (c) 2014-2016 Research Organization for Information Science
  *                         and Technology (RIST). All rights reserved.
  * Copyright (c) 2017      Cisco Systems, Inc.  All rights reserved
+ * Copyright (c) 2020      Amazon.com, Inc. or its affiliates.  All Rights
+ *                         reserved.
  * $COPYRIGHT$
  *
  * Additional copyrights may follow
@@ -108,6 +110,7 @@ typedef struct opal_process_info_t {
     char *proc_session_dir;             /**< Session directory for the process */
     int32_t num_local_peers;            /**< number of procs from my job that share my node with me */
     int32_t my_local_rank;              /**< local rank on this node within my job */
+    int16_t my_numa_rank;               /**< rank on this processes NUMA node. A value of UINT16_MAX indicates unavailable numa_rank */
     char *cpuset;                       /**< String-representation of bitmap where we are bound */
 } opal_process_info_t;
 OPAL_DECLSPEC extern opal_process_info_t opal_process_info;