diff --git a/java/src/main/java/ai/rapids/cudf/RollingAggregation.java b/java/src/main/java/ai/rapids/cudf/RollingAggregation.java
index 408c93ff0a1..718e17c7f5c 100644
--- a/java/src/main/java/ai/rapids/cudf/RollingAggregation.java
+++ b/java/src/main/java/ai/rapids/cudf/RollingAggregation.java
@@ -217,4 +217,14 @@ public static RollingAggregation collectSet() {
   public static RollingAggregation collectSet(NullPolicy nullPolicy, NullEquality nullEquality, NaNEquality nanEquality) {
     return new RollingAggregation(Aggregation.collectSet(nullPolicy, nullEquality, nanEquality));
   }
+
+  /**
+   * Select the nth element from a specified window.
+   * 
+   * @param n          Indicates the index of the element to be selected from the window
+   * @param nullPolicy Indicates whether null elements are to be skipped, or not
+   */
+  public static RollingAggregation nth(int n, NullPolicy nullPolicy) {
+    return new RollingAggregation(Aggregation.nth(n, nullPolicy));
+  }
 }
diff --git a/java/src/test/java/ai/rapids/cudf/TableTest.java b/java/src/test/java/ai/rapids/cudf/TableTest.java
index af28cfb6d6c..557bd8f289a 100644
--- a/java/src/test/java/ai/rapids/cudf/TableTest.java
+++ b/java/src/test/java/ai/rapids/cudf/TableTest.java
@@ -5315,6 +5315,56 @@ void testWindowingMean() {
     }
   }
 
+  @Test
+  void testWindowingNthElement() {
+    final Integer X = null;
+    try (Table unsorted = new Table.TestBuilder()
+        .column(  1,  1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1) // 0: GBY Key
+        .column(  3,  3, 3, 3, 2, 2, 2, 2, 1, 1, 1, 1) // 1: GBY Key
+        .column( 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0) // 2: OBY Key
+        .column(  X,  4, 0, X, 4, X, 9, 7, 7, 3, 5, 7) // 3: Agg Column
+        .build()) {
+      try (Table sorted = unsorted.orderBy(OrderByArg.asc(0), OrderByArg.asc(1), OrderByArg.asc(2));
+           ColumnVector expectedSortedAggCol = ColumnVector.fromBoxedInts(7, 5, 3, 7, 7, 9, X, 4, X, 0, 4, X)) {
+        ColumnVector sortedAggColumn = sorted.getColumn(3);
+        assertColumnsAreEqual(expectedSortedAggCol, sortedAggColumn);
+
+        try (Scalar one = Scalar.fromInt(1);
+             Scalar two = Scalar.fromInt(2);
+             WindowOptions window = WindowOptions.builder()
+                 .minPeriods(1)
+                 .window(two, one)
+                 .build()) {
+
+          try (Table windowAggResults = sorted.groupBy(0, 1)
+              .aggregateWindows(
+                RollingAggregation.nth(0, NullPolicy.INCLUDE).onColumn(3).overWindow(window),
+                RollingAggregation.nth(-1, NullPolicy.INCLUDE).onColumn(3).overWindow(window),
+                RollingAggregation.nth(1, NullPolicy.INCLUDE).onColumn(3).overWindow(window),
+                RollingAggregation.nth(0, NullPolicy.EXCLUDE).onColumn(3).overWindow(window),
+                RollingAggregation.nth(-1, NullPolicy.EXCLUDE).onColumn(3).overWindow(window),
+                RollingAggregation.nth(1, NullPolicy.EXCLUDE).onColumn(3).overWindow(window));
+               ColumnVector expect_first = ColumnVector.fromBoxedInts(7, 7, 5, 3, 7, 7, 9, X, X, X, 0, 4);
+               ColumnVector expect_last = ColumnVector.fromBoxedInts(5, 3, 7, 7, 9, X, 4, 4, 0, 4, X, X);
+               ColumnVector expect_1th  = ColumnVector.fromBoxedInts(5, 5, 3, 7, 9, 9, X, 4, 0, 0, 4, X);
+               ColumnVector expect_first_skip_null  = 
+                 ColumnVector.fromBoxedInts(7, 7, 5, 3, 7, 7, 9, 4, 0, 0, 0, 4);
+               ColumnVector expect_last_skip_null  = 
+                 ColumnVector.fromBoxedInts(5, 3, 7, 7, 9, 9, 4, 4, 0, 4, 4, 4);
+               ColumnVector expect_1th_skip_null  = 
+                 ColumnVector.fromBoxedInts(5, 5, 3, 7, 9, 9, 4, X, X, 4, 4, X)) {
+            assertColumnsAreEqual(expect_first, windowAggResults.getColumn(0));
+            assertColumnsAreEqual(expect_last, windowAggResults.getColumn(1));
+            assertColumnsAreEqual(expect_1th, windowAggResults.getColumn(2));
+            assertColumnsAreEqual(expect_first_skip_null, windowAggResults.getColumn(3));
+            assertColumnsAreEqual(expect_last_skip_null, windowAggResults.getColumn(4));
+            assertColumnsAreEqual(expect_1th_skip_null, windowAggResults.getColumn(5));
+          }
+        }
+      }
+    }
+  }
+
   @Test
   void testWindowingOnMultipleDifferentColumns() {
     try (Table unsorted = new Table.TestBuilder()