diff --git a/streampark-console/streampark-console-service/src/main/java/org/apache/streampark/console/core/service/impl/FlinkSavepointServiceImpl.java b/streampark-console/streampark-console-service/src/main/java/org/apache/streampark/console/core/service/impl/FlinkSavepointServiceImpl.java
index 743cbe6156..ee6c296bcf 100644
--- a/streampark-console/streampark-console-service/src/main/java/org/apache/streampark/console/core/service/impl/FlinkSavepointServiceImpl.java
+++ b/streampark-console/streampark-console-service/src/main/java/org/apache/streampark/console/core/service/impl/FlinkSavepointServiceImpl.java
@@ -140,24 +140,38 @@ public String getSavePointPath(FlinkApplication appParam) throws Exception {
 
         // 1) properties have the highest priority, read the properties are set: -Dstate.savepoints.dir
         String savepointPath = getSavepointFromDynamicProps(application.getDynamicProperties());
-        if (StringUtils.isNotBlank(savepointPath)) {
-            return savepointPath;
-        }
 
         // Application conf configuration has the second priority. If it is a streampark|flinksql type
         // task, see if Application conf is configured when the task is defined, if checkpoints are
         // configured
         // and enabled, read `state.savepoints.dir`
-        savepointPath = getSavepointFromConfig(application);
-        if (StringUtils.isNotBlank(savepointPath)) {
-            return savepointPath;
+        if (StringUtils.isBlank(savepointPath)) {
+            savepointPath = getSavepointFromConfig(application);
         }
 
         // 3) If the savepoint is not obtained above, try to obtain the savepoint path according to the
         // deployment type (remote|on yarn)
         // 3.1) At the remote mode, request the flink webui interface to get the savepoint path
         // 3.2) At the yarn or k8s mode, then read the savepoint in flink-conf.yml in the bound flink
-        return getSavepointFromDeployLayer(application);
+        if (StringUtils.isBlank(savepointPath)) {
+            savepointPath = getSavepointFromDeployLayer(application);
+        }
+
+        // 4) Supporting variables
+        if (StringUtils.isNotBlank(savepointPath)) {
+            savepointPath =
+                processPath(
+                    savepointPath, application.getJobName(), application.getId());
+        }
+        return savepointPath;
+    }
+
+    private String processPath(String path, String jobName, Long jobId) {
+        if (StringUtils.isNotBlank(path)) {
+            return path.replaceAll("\\$\\{job(Name|name)}|\\$job(Name|name)", jobName)
+                .replaceAll("\\$\\{job(Id|id)}|\\$job(Id|id)", jobId.toString());
+        }
+        return path;
     }
 
     @Override