diff --git a/clients/src/main/java/org/apache/kafka/common/utils/Utils.java b/clients/src/main/java/org/apache/kafka/common/utils/Utils.java
index cec407fcbd8c1..9a2b8d440a0e8 100644
--- a/clients/src/main/java/org/apache/kafka/common/utils/Utils.java
+++ b/clients/src/main/java/org/apache/kafka/common/utils/Utils.java
@@ -1007,6 +1007,30 @@ public static void flushDir(Path path) throws IOException {
         }
     }
 
+    /**
+     * Flushes dirty file to guarantee crash consistency.
+     *
+     * @throws IOException if flushing the file fails.
+     */
+    public static void flushFile(Path path) throws IOException {
+        if (path != null) {
+            try (FileChannel fileChannel = FileChannel.open(path, StandardOpenOption.READ)) {
+                fileChannel.force(true);
+            }
+        }
+    }
+
+    /**
+     * Flushes dirty file quietly, logs warning when exception happens.
+     */
+    public static void flushFileQuietly(Path path, String name) {
+        try {
+            flushFile(path);
+        } catch (IOException e) {
+            log.warn("Failed to flush {} at path {}", name, path, e);
+        }
+    }
+
     /**
      * Closes all the provided closeables.
      * @throws IOException if any of the close methods throws an IOException.
diff --git a/core/src/main/scala/kafka/log/UnifiedLog.scala b/core/src/main/scala/kafka/log/UnifiedLog.scala
index a2aedf0a29035..ba63479671347 100644
--- a/core/src/main/scala/kafka/log/UnifiedLog.scala
+++ b/core/src/main/scala/kafka/log/UnifiedLog.scala
@@ -1497,7 +1497,7 @@ class UnifiedLog(@volatile var logStartOffset: Long,
     // may actually be ahead of the current producer state end offset (which corresponds to the log end offset),
     // we manually override the state offset here prior to taking the snapshot.
     producerStateManager.updateMapEndOffset(newSegment.baseOffset)
-    producerStateManager.takeSnapshot()
+    producerStateManager.takeSnapshot(scheduler)
     updateHighWatermarkWithLogEndOffset()
     // Schedule an asynchronous flush of the old segment
     scheduler.scheduleOnce("flush-log", () => flushUptoOffsetExclusive(newSegment.baseOffset))
diff --git a/storage/src/main/java/org/apache/kafka/storage/internals/log/ProducerStateManager.java b/storage/src/main/java/org/apache/kafka/storage/internals/log/ProducerStateManager.java
index 6212711cb2712..9d391e4969acf 100644
--- a/storage/src/main/java/org/apache/kafka/storage/internals/log/ProducerStateManager.java
+++ b/storage/src/main/java/org/apache/kafka/storage/internals/log/ProducerStateManager.java
@@ -28,6 +28,8 @@
 import org.apache.kafka.common.utils.Crc32C;
 import org.apache.kafka.common.utils.LogContext;
 import org.apache.kafka.common.utils.Time;
+import org.apache.kafka.common.utils.Utils;
+import org.apache.kafka.server.util.Scheduler;
 import org.slf4j.Logger;
 
 import java.io.File;
@@ -430,11 +432,19 @@ public Optional<ProducerStateEntry> lastEntry(long producerId) {
      * Take a snapshot at the current end offset if one does not already exist.
      */
     public void takeSnapshot() throws IOException {
+        takeSnapshot(null);
+    }
+
+    /**
+     * Take a snapshot at the current end offset if one does not already exist.
+     * Flush the snapshot asynchronously if scheduler != null
+     */
+    public void takeSnapshot(Scheduler scheduler) throws IOException {
         // If not a new offset, then it is not worth taking another snapshot
         if (lastMapOffset > lastSnapOffset) {
             SnapshotFile snapshotFile = new SnapshotFile(LogFileUtils.producerSnapshotFile(logDir, lastMapOffset));
             long start = time.hiResClockMs();
-            writeSnapshot(snapshotFile.file(), producers);
+            writeSnapshot(snapshotFile.file(), producers, scheduler);
             log.info("Wrote producer snapshot at offset {} with {} producer ids in {} ms.", lastMapOffset,
                     producers.size(), time.hiResClockMs() - start);
 
@@ -649,7 +659,7 @@ public static List<ProducerStateEntry> readSnapshot(File file) throws IOExceptio
         }
     }
 
-    private static void writeSnapshot(File file, Map<Long, ProducerStateEntry> entries) throws IOException {
+    private static void writeSnapshot(File file, Map<Long, ProducerStateEntry> entries, Scheduler scheduler) throws IOException {
         Struct struct = new Struct(PID_SNAPSHOT_MAP_SCHEMA);
         struct.set(VERSION_FIELD, PRODUCER_SNAPSHOT_VERSION);
         struct.set(CRC_FIELD, 0L); // we'll fill this after writing the entries
@@ -681,7 +691,15 @@ private static void writeSnapshot(File file, Map<Long, ProducerStateEntry> entri
 
         try (FileChannel fileChannel = FileChannel.open(file.toPath(), StandardOpenOption.CREATE, StandardOpenOption.WRITE)) {
             fileChannel.write(buffer);
-            fileChannel.force(true);
+            if (scheduler == null) {
+                // directly flush to disk
+                fileChannel.force(true);
+            }
+        }
+
+        if (scheduler != null) {
+            // flush to disk offloaded
+            scheduler.scheduleOnce("flush-producer-snapshot", () -> Utils.flushFileQuietly(file.toPath(), "producer-snapshot"));
         }
     }