diff --git a/src/Aggregation/Pipeline/MovingFunctionAggregation.php b/src/Aggregation/Pipeline/MovingFunctionAggregation.php
new file mode 100644
index 0000000000000000000000000000000000000000..70d587e80d77b3b20839619d97457ca97fe3baf6
--- /dev/null
+++ b/src/Aggregation/Pipeline/MovingFunctionAggregation.php
@@ -0,0 +1,28 @@
+<?php
+
+/*
+ * This file is part of the ONGR package.
+ *
+ * (c) NFQ Technologies UAB <info@nfq.com>
+ *
+ * For the full copyright and license information, please view the LICENSE
+ * file that was distributed with this source code.
+ */
+
+namespace ONGR\ElasticsearchDSL\Aggregation\Pipeline;
+
+/**
+ * Class representing Max Bucket Pipeline Aggregation.
+ *
+ * @link https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-pipeline-movfn-aggregation.html
+ */
+class MovingFunctionAggregation extends AbstractPipelineAggregation
+{
+    /**
+     * {@inheritdoc}
+     */
+    public function getType()
+    {
+        return 'moving_fn';
+    }
+}
diff --git a/tests/Unit/Aggregation/Pipeline/MovingFunctionAggregationTest.php b/tests/Unit/Aggregation/Pipeline/MovingFunctionAggregationTest.php
new file mode 100644
index 0000000000000000000000000000000000000000..0f769cf1cec2dc68afbd7f5a9f8f75dddda15a42
--- /dev/null
+++ b/tests/Unit/Aggregation/Pipeline/MovingFunctionAggregationTest.php
@@ -0,0 +1,36 @@
+<?php
+
+/*
+ * This file is part of the ONGR package.
+ *
+ * (c) NFQ Technologies UAB <info@nfq.com>
+ *
+ * For the full copyright and license information, please view the LICENSE
+ * file that was distributed with this source code.
+ */
+
+namespace ONGR\ElasticsearchDSL\Tests\Unit\Aggregation\Pipeline;
+
+use ONGR\ElasticsearchDSL\Aggregation\Pipeline\MovingFunctionAggregation;
+
+/**
+ * Unit test for sum bucket aggregation.
+ */
+class MovingFunctionAggregationTest extends \PHPUnit\Framework\TestCase
+{
+    /**
+     * Tests toArray method.
+     */
+    public function testToArray()
+    {
+        $aggregation = new MovingFunctionAggregation('acme', 'test');
+
+        $expected = [
+            'moving_fn' => [
+                'buckets_path' => 'test',
+            ],
+        ];
+
+        $this->assertEquals($expected, $aggregation->toArray());
+    }
+}