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 d5e079508159..8f7ac330cba5 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
@@ -77,6 +77,7 @@ 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)