diff --git a/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionMappings.scala b/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionMappings.scala
index 8467952d84a8..ffa5b91162f1 100644
--- a/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionMappings.scala
+++ b/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionMappings.scala
@@ -199,6 +199,7 @@ object ExpressionMappings {
   final val SCALAR_SUBQUERY = "scalar_subquery"
   final val EXPLODE = "explode"
   final val CHECK_OVERFLOW = "ss_check_overflow"
+  final val MAKE_DECIMAL = "make_decimal"
   final val PROMOTE_PRECISION = "promote_precision"
   final val ROW_CONSTRUCTOR = "row_constructor"
 
@@ -376,6 +377,7 @@ object ExpressionMappings {
     Sig[InSet](IN_SET),
     Sig[ScalarSubquery](SCALAR_SUBQUERY),
     Sig[CheckOverflow](CHECK_OVERFLOW),
+    Sig[MakeDecimal](MAKE_DECIMAL),
     Sig[PromotePrecision](PROMOTE_PRECISION),
     // Decimal
     Sig[UnscaledValue](UNSCALED_VALUE)
diff --git a/gluten-core/src/main/scala/io/glutenproject/expression/UnaryExpressionTransformer.scala b/gluten-core/src/main/scala/io/glutenproject/expression/UnaryExpressionTransformer.scala
index 9db8b8e44851..15ad682c1163 100644
--- a/gluten-core/src/main/scala/io/glutenproject/expression/UnaryExpressionTransformer.scala
+++ b/gluten-core/src/main/scala/io/glutenproject/expression/UnaryExpressionTransformer.scala
@@ -128,6 +128,32 @@ class CheckOverflowTransformer(
   }
 }
 
+class MakeDecimalTransformer(substraitExprName: String,
+                            child: ExpressionTransformer,
+                            original: MakeDecimal)
+  extends ExpressionTransformer {
+
+  override def doTransform(args: java.lang.Object): ExpressionNode = {
+    val childNode = child.doTransform(args)
+    val functionMap = args.asInstanceOf[java.util.HashMap[String, java.lang.Long]]
+    val functionId = ExpressionBuilder.newScalarFunction(
+      functionMap,
+      ConverterUtils.makeFuncName(
+        substraitExprName,
+        Seq(original.dataType, BooleanType),
+        FunctionConfig.OPT))
+
+    // use fake decimal literal, because velox function signature need to get return type
+    // scale and precision by input type variable
+    val toTypeNodes = ExpressionBuilder.makeDecimalLiteral(
+      new Decimal().set(0, original.precision, original.scale))
+    val expressionNodes = Lists.newArrayList(childNode, toTypeNodes,
+        new BooleanLiteralNode(original.nullOnOverflow))
+    val typeNode = ConverterUtils.getTypeNode(original.dataType, original.nullable)
+    ExpressionBuilder.makeScalarFunction(functionId, expressionNodes, typeNode)
+  }
+}
+
 case class Md5Transformer(substraitExprName: String, child: ExpressionTransformer, original: Md5)
   extends ExpressionTransformer
     with Logging {
@@ -196,6 +222,8 @@ object UnaryExpressionTransformer {
     original match {
       case c: CheckOverflow =>
         new CheckOverflowTransformer(substraitExprName, child, c)
+      case m: MakeDecimal =>
+        new MakeDecimalTransformer(substraitExprName, child, m)
       case p: PromotePrecision =>
         new PromotePrecisionTransformer(child, p)
       case extract if extract.isInstanceOf[GetDateField] || extract.isInstanceOf[GetTimeField] =>