diff --git a/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/MultiStageEngineIntegrationTest.java b/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/MultiStageEngineIntegrationTest.java
index f74e1bd24fde..bd12f0901b51 100644
--- a/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/MultiStageEngineIntegrationTest.java
+++ b/pinot-integration-tests/src/test/java/org/apache/pinot/integration/tests/MultiStageEngineIntegrationTest.java
@@ -128,12 +128,60 @@ public void testMultiValueColumnSelectionQuery()
     testQueryWithMatchingRowCount(pinotQuery, h2Query);
   }
 
+  @Test(dataProvider = "useBothQueryEngines")
+  public void testMultiValueColumnAggregationQuery(boolean useMultiStageQueryEngine)
+      throws Exception {
+    setUseMultiStageQueryEngine(useMultiStageQueryEngine);
+
+    String[] multiValueFunctions = new String[]{
+        "sumMV", "countMV", "minMV", "maxMV", "avgMV", "minMaxRangeMV", "distinctCountMV", "distinctCountBitmapMV",
+        "distinctCountHLLMV", "distinctSumMV", "distinctAvgMV"
+    };
+    double[] expectedResults = new double[]{
+        -5.421344202E9, 577725, -9999.0, 16271.0, -9383.95292223809, 26270.0, 312, 312, 328, 3954484.0,
+        12674.628205128205
+    };
+
+    Assert.assertEquals(multiValueFunctions.length, expectedResults.length);
+
+    for (int i = 0; i < multiValueFunctions.length; i++) {
+      String pinotQuery = String.format("SELECT %s(DivAirportIDs) FROM mytable", multiValueFunctions[i]);
+      JsonNode jsonNode = postQuery(pinotQuery);
+      Assert.assertEquals(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble(), expectedResults[i]);
+    }
+
+    String pinotQuery = "SELECT percentileMV(DivAirportIDs, 99) FROM mytable";
+    JsonNode jsonNode = postQuery(pinotQuery);
+    Assert.assertEquals(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble(), 13433.0);
+
+    pinotQuery = "SELECT percentileEstMV(DivAirportIDs, 99) FROM mytable";
+    jsonNode = postQuery(pinotQuery);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() > 13000);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() < 14000);
+
+    pinotQuery = "SELECT percentileTDigestMV(DivAirportIDs, 99) FROM mytable";
+    jsonNode = postQuery(pinotQuery);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() > 13000);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() < 14000);
+
+    pinotQuery = "SELECT percentileKLLMV(DivAirportIDs, 99) FROM mytable";
+    jsonNode = postQuery(pinotQuery);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() > 12000);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() < 15000);
+
+    pinotQuery = "SELECT percentileKLLMV(DivAirportIDs, 99, 100) FROM mytable";
+    jsonNode = postQuery(pinotQuery);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() > 12000);
+    Assert.assertTrue(jsonNode.get("resultTable").get("rows").get(0).get(0).asDouble() < 15000);
+
+    setUseMultiStageQueryEngine(true);
+  }
+
   @Test
   public void testTimeFunc()
       throws Exception {
     String sqlQuery = "SELECT toDateTime(now(), 'yyyy-MM-dd z'), toDateTime(ago('PT1H'), 'yyyy-MM-dd z') FROM mytable";
     JsonNode response = postQuery(sqlQuery);
-    System.out.println("response = " + response);
     String todayStr = response.get("resultTable").get("rows").get(0).get(0).asText();
     String expectedTodayStr =
         Instant.now().atZone(ZoneId.of("UTC")).format(DateTimeFormatter.ofPattern("yyyy-MM-dd z"));
@@ -441,7 +489,6 @@ public void testLiteralOnlyFunc()
             + "decodeUrl('key1%3Dvalue+1%26key2%3Dvalue%40%21%242%26key3%3Dvalue%253') as decodedUrl, toBase64"
             + "(toUtf8('hello!')) as toBase64, fromUtf8(fromBase64('aGVsbG8h')) as fromBase64";
     JsonNode response = postQuery(sqlQuery);
-    System.out.println("response = " + response.toPrettyString());
     long queryEndTimeMs = System.currentTimeMillis();
 
     JsonNode resultTable = response.get("resultTable");
diff --git a/pinot-segment-spi/src/main/java/org/apache/pinot/segment/spi/AggregationFunctionType.java b/pinot-segment-spi/src/main/java/org/apache/pinot/segment/spi/AggregationFunctionType.java
index b636ed4f2443..460bf61fafab 100644
--- a/pinot-segment-spi/src/main/java/org/apache/pinot/segment/spi/AggregationFunctionType.java
+++ b/pinot-segment-spi/src/main/java/org/apache/pinot/segment/spi/AggregationFunctionType.java
@@ -150,25 +150,56 @@ public enum AggregationFunctionType {
   STUNION("STUnion"),
 
   // Aggregation functions for multi-valued columns
-  COUNTMV("countMV"),
-  MINMV("minMV"),
-  MAXMV("maxMV"),
-  SUMMV("sumMV"),
-  AVGMV("avgMV"),
-  MINMAXRANGEMV("minMaxRangeMV"),
-  DISTINCTCOUNTMV("distinctCountMV"),
-  DISTINCTCOUNTBITMAPMV("distinctCountBitmapMV"),
-  DISTINCTCOUNTHLLMV("distinctCountHLLMV"),
-  DISTINCTCOUNTRAWHLLMV("distinctCountRawHLLMV"),
-  DISTINCTSUMMV("distinctSumMV"),
-  DISTINCTAVGMV("distinctAvgMV"),
-  PERCENTILEMV("percentileMV"),
-  PERCENTILEESTMV("percentileEstMV"),
-  PERCENTILERAWESTMV("percentileRawEstMV"),
-  PERCENTILETDIGESTMV("percentileTDigestMV"),
-  PERCENTILERAWTDIGESTMV("percentileRawTDigestMV"),
-  PERCENTILEKLLMV("percentileKLLMV"),
-  PERCENTILERAWKLLMV("percentileRawKLLMV"),
+  COUNTMV("countMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.explicit(SqlTypeName.BIGINT),
+      ReturnTypes.explicit(SqlTypeName.BIGINT)),
+  MINMV("minMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.DOUBLE, ReturnTypes.explicit(SqlTypeName.DOUBLE)),
+  MAXMV("maxMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.DOUBLE, ReturnTypes.explicit(SqlTypeName.DOUBLE)),
+  SUMMV("sumMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.DOUBLE, ReturnTypes.explicit(SqlTypeName.DOUBLE)),
+  AVGMV("avgMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.DOUBLE, ReturnTypes.explicit(SqlTypeName.OTHER)),
+  MINMAXRANGEMV("minMaxRangeMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.explicit(SqlTypeName.DOUBLE),
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  DISTINCTCOUNTMV("distinctCountMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.BIGINT, ReturnTypes.explicit(SqlTypeName.OTHER)),
+  DISTINCTCOUNTBITMAPMV("distinctCountBitmapMV", null, SqlKind.OTHER_FUNCTION,
+      SqlFunctionCategory.USER_DEFINED_FUNCTION, OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.BIGINT,
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  DISTINCTCOUNTHLLMV("distinctCountHLLMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.BIGINT, ReturnTypes.explicit(SqlTypeName.OTHER)),
+  DISTINCTCOUNTRAWHLLMV("distinctCountRawHLLMV", null, SqlKind.OTHER_FUNCTION,
+      SqlFunctionCategory.USER_DEFINED_FUNCTION, OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.VARCHAR_2000,
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  DISTINCTSUMMV("distinctSumMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.DOUBLE, ReturnTypes.explicit(SqlTypeName.OTHER)),
+  DISTINCTAVGMV("distinctAvgMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(SqlTypeFamily.ARRAY), ReturnTypes.DOUBLE, ReturnTypes.explicit(SqlTypeName.OTHER)),
+  PERCENTILEMV("percentileMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(ImmutableList.of(SqlTypeFamily.ARRAY, SqlTypeFamily.NUMERIC)), ReturnTypes.DOUBLE,
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  PERCENTILEESTMV("percentileEstMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(ImmutableList.of(SqlTypeFamily.ARRAY, SqlTypeFamily.NUMERIC)), ReturnTypes.DOUBLE,
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  PERCENTILERAWESTMV("percentileRawEstMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(ImmutableList.of(SqlTypeFamily.ARRAY, SqlTypeFamily.NUMERIC)), ReturnTypes.VARCHAR_2000,
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  PERCENTILETDIGESTMV("percentileTDigestMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(ImmutableList.of(SqlTypeFamily.ARRAY, SqlTypeFamily.NUMERIC)), ReturnTypes.DOUBLE,
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  PERCENTILERAWTDIGESTMV("percentileRawTDigestMV", null, SqlKind.OTHER_FUNCTION,
+      SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(ImmutableList.of(SqlTypeFamily.ARRAY, SqlTypeFamily.NUMERIC)), ReturnTypes.VARCHAR_2000,
+      ReturnTypes.explicit(SqlTypeName.OTHER)),
+  PERCENTILEKLLMV("percentileKLLMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(ImmutableList.of(SqlTypeFamily.ARRAY, SqlTypeFamily.NUMERIC, SqlTypeFamily.NUMERIC),
+          ordinal -> ordinal > 1 && ordinal < 4), ReturnTypes.DOUBLE, ReturnTypes.explicit(SqlTypeName.OTHER)),
+  PERCENTILERAWKLLMV("percentileRawKLLMV", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,
+      OperandTypes.family(ImmutableList.of(SqlTypeFamily.ARRAY, SqlTypeFamily.NUMERIC, SqlTypeFamily.NUMERIC),
+          ordinal -> ordinal > 1 && ordinal < 4), ReturnTypes.VARCHAR_2000, ReturnTypes.explicit(SqlTypeName.OTHER)),
 
   // boolean aggregate functions
   BOOLAND("boolAnd", null, SqlKind.OTHER_FUNCTION, SqlFunctionCategory.USER_DEFINED_FUNCTION,