diff --git a/docs/content/maintenance/dedicated-compaction.md b/docs/content/maintenance/dedicated-compaction.md
index 25eec7e0cef4..017d2bc36a91 100644
--- a/docs/content/maintenance/dedicated-compaction.md
+++ b/docs/content/maintenance/dedicated-compaction.md
@@ -93,6 +93,7 @@ Run the following command to submit a compaction job for the table.
     --database <database-name> \ 
     --table <table-name> \
     [--partition <partition-name>] \
+    [--table-conf <table-conf>] \
     [--catalog-conf <paimon-catalog-conf> [--catalog-conf <paimon-catalog-conf> ...]] \
 ```
 
@@ -107,6 +108,7 @@ Example: compact table
     --table test_table \
     --partition dt=20221126,hh=08 \
     --partition dt=20221127,hh=09 \
+    --table-conf sink.parallelism=10 \
     --catalog-conf s3.endpoint=https://****.com \
     --catalog-conf s3.access-key=***** \
     --catalog-conf s3.secret-key=*****
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/CompactorSinkBuilder.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/CompactorSinkBuilder.java
index d523d0dc8a53..350532dbd032 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/CompactorSinkBuilder.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/sink/CompactorSinkBuilder.java
@@ -18,6 +18,7 @@
 
 package org.apache.paimon.flink.sink;
 
+import org.apache.paimon.flink.FlinkConnectorOptions;
 import org.apache.paimon.table.BucketMode;
 import org.apache.paimon.table.FileStoreTable;
 
@@ -25,6 +26,8 @@
 import org.apache.flink.streaming.api.datastream.DataStreamSink;
 import org.apache.flink.table.data.RowData;
 
+import java.util.Optional;
+
 import static org.apache.paimon.flink.sink.FlinkStreamPartitioner.partition;
 
 /** Builder for {@link CompactorSink}. */
@@ -56,7 +59,13 @@ public DataStreamSink<?> build() {
     }
 
     private DataStreamSink<?> buildForBucketAware() {
-        DataStream<RowData> partitioned = partition(input, new BucketsRowChannelComputer(), null);
+        Integer parallelism =
+                Optional.ofNullable(
+                                table.options().get(FlinkConnectorOptions.SINK_PARALLELISM.key()))
+                        .map(Integer::valueOf)
+                        .orElse(null);
+        DataStream<RowData> partitioned =
+                partition(input, new BucketsRowChannelComputer(), parallelism);
         return new CompactorSink(table).sinkFrom(partitioned);
     }
 }
diff --git a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/sink/CompactorSinkITCase.java b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/sink/CompactorSinkITCase.java
index 11ad726d66d1..b9571f6b3107 100644
--- a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/sink/CompactorSinkITCase.java
+++ b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/sink/CompactorSinkITCase.java
@@ -21,6 +21,7 @@
 import org.apache.paimon.Snapshot;
 import org.apache.paimon.data.BinaryString;
 import org.apache.paimon.data.GenericRow;
+import org.apache.paimon.flink.FlinkConnectorOptions;
 import org.apache.paimon.flink.source.CompactorSourceBuilder;
 import org.apache.paimon.flink.util.AbstractTestBase;
 import org.apache.paimon.fs.Path;
@@ -45,6 +46,7 @@
 import org.apache.flink.streaming.api.datastream.DataStreamSource;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
 import org.apache.flink.table.data.RowData;
+import org.assertj.core.api.Assertions;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
 
@@ -54,6 +56,7 @@
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Random;
 import java.util.UUID;
 
 import static org.assertj.core.api.Assertions.assertThat;
@@ -134,6 +137,36 @@ public void testCompact() throws Exception {
         }
     }
 
+    @Test
+    public void testCompactParallelism() throws Exception {
+        FileStoreTable table = createFileStoreTable();
+
+        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
+        CompactorSourceBuilder sourceBuilder =
+                new CompactorSourceBuilder(tablePath.toString(), table);
+        DataStreamSource<RowData> source =
+                sourceBuilder
+                        .withEnv(env)
+                        .withContinuousMode(false)
+                        .withPartitions(getSpecifiedPartitions())
+                        .build();
+        Integer sinkParalellism = new Random().nextInt(100);
+        new CompactorSinkBuilder(
+                        table.copy(
+                                new HashMap<String, String>() {
+                                    {
+                                        put(
+                                                FlinkConnectorOptions.SINK_PARALLELISM.key(),
+                                                String.valueOf(sinkParalellism));
+                                    }
+                                }))
+                .withInput(source)
+                .build();
+
+        Assertions.assertThat(env.getTransformations().get(0).getParallelism())
+                .isEqualTo(sinkParalellism);
+    }
+
     private List<Map<String, String>> getSpecifiedPartitions() {
         Map<String, String> partition1 = new HashMap<>();
         partition1.put("dt", "20221208");