diff --git a/CHANGELOG.md b/CHANGELOG.md
index 630859a7ea625..333c57c6b39f7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -55,6 +55,7 @@ Inspired from [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 - [Remote Store] Change behaviour in replica recovery for remote translog enabled indices ([#4318](https://github.com/opensearch-project/OpenSearch/pull/4318))
 - PUT api for weighted shard routing ([#4272](https://github.com/opensearch-project/OpenSearch/pull/4272))
 - GET api for weighted shard routing([#4275](https://github.com/opensearch-project/OpenSearch/pull/4275/))
+- Fix weighted routing metadata deserialization error on process restart ([#4691](https://github.com/opensearch-project/OpenSearch/pull/4691))
 
 ### Deprecated
 ### Removed
diff --git a/server/src/internalClusterTest/java/org/opensearch/cluster/routing/WeightedRoutingIT.java b/server/src/internalClusterTest/java/org/opensearch/cluster/routing/WeightedRoutingIT.java
index 6cf8292095c6a..61f82877bf12b 100644
--- a/server/src/internalClusterTest/java/org/opensearch/cluster/routing/WeightedRoutingIT.java
+++ b/server/src/internalClusterTest/java/org/opensearch/cluster/routing/WeightedRoutingIT.java
@@ -242,4 +242,46 @@ public void testGetWeightedRouting_WeightsAreSet() throws IOException {
         assertEquals(weightedRouting, weightedRoutingResponse.weights());
         assertEquals("3.0", weightedRoutingResponse.getLocalNodeWeight());
     }
+
+    public void testWeightedRoutingMetadataOnOSProcessRestart() throws Exception {
+        Settings commonSettings = Settings.builder()
+            .put("cluster.routing.allocation.awareness.attributes", "zone")
+            .put("cluster.routing.allocation.awareness.force.zone.values", "a,b,c")
+            .build();
+
+        internalCluster().startNodes(
+            Settings.builder().put(commonSettings).put("node.attr.zone", "a").build(),
+            Settings.builder().put(commonSettings).put("node.attr.zone", "b").build(),
+            Settings.builder().put(commonSettings).put("node.attr.zone", "c").build()
+        );
+
+        logger.info("--> waiting for nodes to form a cluster");
+        ClusterHealthResponse health = client().admin().cluster().prepareHealth().setWaitForNodes("3").execute().actionGet();
+        assertThat(health.isTimedOut(), equalTo(false));
+
+        ensureGreen();
+
+        logger.info("--> setting shard routing weights for weighted round robin");
+        Map<String, Double> weights = Map.of("a", 1.0, "b", 2.0, "c", 3.0);
+        WeightedRouting weightedRouting = new WeightedRouting("zone", weights);
+        // put api call to set weights
+        ClusterPutWeightedRoutingResponse response = client().admin()
+            .cluster()
+            .prepareWeightedRouting()
+            .setWeightedRouting(weightedRouting)
+            .get();
+        assertEquals(response.isAcknowledged(), true);
+
+        ensureStableCluster(3);
+
+        // routing weights are set in cluster metadata
+        assertNotNull(internalCluster().clusterService().state().metadata().weightedRoutingMetadata());
+
+        ensureGreen();
+
+        // Restart a random data node and check that OS process comes healthy
+        internalCluster().restartRandomDataNode();
+        ensureGreen();
+        assertNotNull(internalCluster().clusterService().state().metadata().weightedRoutingMetadata());
+    }
 }
diff --git a/server/src/main/java/org/opensearch/cluster/metadata/WeightedRoutingMetadata.java b/server/src/main/java/org/opensearch/cluster/metadata/WeightedRoutingMetadata.java
index 27beb21f28f7c..07cdc949c4529 100644
--- a/server/src/main/java/org/opensearch/cluster/metadata/WeightedRoutingMetadata.java
+++ b/server/src/main/java/org/opensearch/cluster/metadata/WeightedRoutingMetadata.java
@@ -90,8 +90,6 @@ public static WeightedRoutingMetadata fromXContent(XContentParser parser) throws
         Map<String, Double> weights = new HashMap<>();
         WeightedRouting weightedRouting = null;
         XContentParser.Token token;
-        // move to the first alias
-        parser.nextToken();
         String awarenessField = null;
 
         while ((token = parser.nextToken()) != XContentParser.Token.END_OBJECT) {