diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHRuleApi.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHRuleApi.scala
index 04644d4a29702..ea1adf8b5a46e 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHRuleApi.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHRuleApi.scala
@@ -74,6 +74,7 @@ private object CHRuleApi {
     injector.injectTransform(_ => TransformPreOverrides())
     injector.injectTransform(_ => RemoveNativeWriteFilesSortAndProject())
     injector.injectTransform(c => RewriteTransformer.apply(c.session))
+    injector.injectTransform(_ => PushDownFilterToScan)
     injector.injectTransform(_ => PushDownInputFileExpression.PostOffload)
     injector.injectTransform(_ => EnsureLocalSortRequirements)
     injector.injectTransform(_ => EliminateLocalSort)