diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6798ccd361..8940ce9ba1 100755
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## [Unreleased](https://github.com/ruflin/Elastica/compare/7.1.1...master)
 ### Backward Compatibility Breaks
 ### Added
+
+* Added `Elastica\Aggregation\NormalizeAggregation` [#1956](https://github.com/ruflin/Elastica/pull/1956)
+
 ### Changed
 
 * Using default Elasticsearch images for testing instead of OSS https://github.com/ruflin/Elastica/pull/1954
diff --git a/src/Aggregation/NormalizeAggregation.php b/src/Aggregation/NormalizeAggregation.php
new file mode 100644
index 0000000000..190baaf1c7
--- /dev/null
+++ b/src/Aggregation/NormalizeAggregation.php
@@ -0,0 +1,72 @@
+<?php
+
+namespace Elastica\Aggregation;
+
+use Elastica\Exception\InvalidException;
+
+/**
+ * Class NormalizeAggregation.
+ *
+ * @see https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-pipeline-normalize-aggregation.html
+ */
+class NormalizeAggregation extends AbstractAggregation
+{
+    public function __construct(string $name, ?string $bucketsPath = null, ?string $method = null)
+    {
+        parent::__construct($name);
+
+        if (null !== $bucketsPath) {
+            $this->setBucketsPath($bucketsPath);
+        }
+
+        if (null !== $method) {
+            $this->setMethod($method);
+        }
+    }
+
+    /**
+     * Set the buckets_path for this aggregation.
+     *
+     * @return $this
+     */
+    public function setBucketsPath(string $bucketsPath): self
+    {
+        return $this->setParam('buckets_path', $bucketsPath);
+    }
+
+    /**
+     * Set the method for this aggregation.
+     *
+     * @return $this
+     */
+    public function setMethod(string $method): self
+    {
+        return $this->setParam('method', $method);
+    }
+
+    /**
+     * Set the format for this aggregation.
+     *
+     * @return $this
+     */
+    public function setFormat(string $format): self
+    {
+        return $this->setParam('format', $format);
+    }
+
+    /**
+     * @throws InvalidException If buckets path or method are not set
+     */
+    public function toArray(): array
+    {
+        if (!$this->hasParam('buckets_path')) {
+            throw new InvalidException('Buckets path is required');
+        }
+
+        if (!$this->hasParam('method')) {
+            throw new InvalidException('Method parameter is required');
+        }
+
+        return parent::toArray();
+    }
+}
diff --git a/src/QueryBuilder/DSL/Aggregation.php b/src/QueryBuilder/DSL/Aggregation.php
index 28b97f1cef..b461afb1c0 100644
--- a/src/QueryBuilder/DSL/Aggregation.php
+++ b/src/QueryBuilder/DSL/Aggregation.php
@@ -24,6 +24,7 @@
 use Elastica\Aggregation\Min;
 use Elastica\Aggregation\Missing;
 use Elastica\Aggregation\Nested;
+use Elastica\Aggregation\NormalizeAggregation;
 use Elastica\Aggregation\Percentiles;
 use Elastica\Aggregation\PercentilesBucket;
 use Elastica\Aggregation\Range;
@@ -487,4 +488,14 @@ public function composite(string $name): Composite
     {
         return new Composite($name);
     }
+
+    /**
+     * normalize aggregation.
+     *
+     * @see https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-pipeline-normalize-aggregation.html
+     */
+    public function normalize(string $name, ?string $bucketsPath = null, ?string $method = null): NormalizeAggregation
+    {
+        return new NormalizeAggregation($name, $bucketsPath, $method);
+    }
 }
diff --git a/src/QueryBuilder/Version/Version700.php b/src/QueryBuilder/Version/Version700.php
index 9ccfc3be3f..3daefb32cd 100644
--- a/src/QueryBuilder/Version/Version700.php
+++ b/src/QueryBuilder/Version/Version700.php
@@ -94,6 +94,7 @@ class Version700 extends Version
         'serial_diff',
         'weighted_avg',
         'composite',
+        'normalize',
     ];
 
     protected $suggesters = [
diff --git a/tests/Aggregation/NormalizeAggregationTest.php b/tests/Aggregation/NormalizeAggregationTest.php
new file mode 100644
index 0000000000..2fa21eb238
--- /dev/null
+++ b/tests/Aggregation/NormalizeAggregationTest.php
@@ -0,0 +1,128 @@
+<?php
+
+namespace Elastica\Test\Aggregation;
+
+use Elastica\Aggregation\DateHistogram;
+use Elastica\Aggregation\NormalizeAggregation;
+use Elastica\Aggregation\Sum;
+use Elastica\Document;
+use Elastica\Exception\InvalidException;
+use Elastica\Index;
+use Elastica\Query;
+
+/**
+ * @internal
+ */
+class NormalizeAggregationTest extends BaseAggregationTest
+{
+    /**
+     * @group unit
+     */
+    public function testToArray(): void
+    {
+        $expected = [
+            'date_histogram' => [
+                'field' => 'date',
+                'interval' => 'day',
+            ],
+            'aggs' => [
+                'sum_agg' => [
+                    'sum' => [
+                        'field' => 'value',
+                    ],
+                ],
+                'normalize_agg' => [
+                    'normalize' => [
+                        'buckets_path' => 'sum_agg',
+                        'method' => 'percent_of_sum',
+                        'format' => '00.00%',
+                    ],
+                ],
+            ],
+        ];
+
+        $dateHistogramAgg = new DateHistogram('histogram_agg', 'date', 'day');
+
+        $sumAgg = new Sum('sum_agg');
+        $sumAgg->setField('value');
+        $dateHistogramAgg->addAggregation($sumAgg);
+
+        $normalizeAgg = new NormalizeAggregation('normalize_agg', 'sum_agg', 'percent_of_sum');
+        $normalizeAgg->setFormat('00.00%');
+        $dateHistogramAgg->addAggregation($normalizeAgg);
+
+        $this->assertEquals($expected, $dateHistogramAgg->toArray());
+    }
+
+    /**
+     * @group unit
+     */
+    public function testToArrayInvalidBucketsPath(): void
+    {
+        $this->expectException(InvalidException::class);
+
+        $normalizeAgg = new NormalizeAggregation('normalize_agg');
+        $normalizeAgg->toArray();
+    }
+
+    /**
+     * @group unit
+     */
+    public function testToArrayInvalidMethod(): void
+    {
+        $this->expectException(InvalidException::class);
+
+        $normalizeAgg = new NormalizeAggregation('normalize_agg', 'agg');
+        $normalizeAgg->toArray();
+    }
+
+    /**
+     * @group functional
+     */
+    public function testNormalizeAggregation(): void
+    {
+        $this->_checkVersion('7.9');
+
+        $index = $this->_getIndexForTest();
+
+        $dateHistogramAgg = new DateHistogram('histogram_agg', 'date', 'day');
+        $dateHistogramAgg->setFormat('yyyy-MM-dd');
+
+        $sumAgg = new Sum('sum_agg');
+        $sumAgg->setField('value');
+        $dateHistogramAgg->addAggregation($sumAgg);
+
+        $normalizeAgg = new NormalizeAggregation('normalize_agg', 'sum_agg', 'percent_of_sum');
+        $normalizeAgg->setFormat('00.00%');
+        $dateHistogramAgg->addAggregation($normalizeAgg);
+
+        $query = new Query();
+        $query->addAggregation($dateHistogramAgg);
+
+        $dateHistogramAggResult = $index->search($query)->getAggregation('histogram_agg')['buckets'];
+
+        $this->assertCount(3, $dateHistogramAggResult);
+
+        $this->assertEquals('14.29%', $dateHistogramAggResult[0]['normalize_agg']['value_as_string']);
+        $this->assertEquals('57.14%', $dateHistogramAggResult[1]['normalize_agg']['value_as_string']);
+        $this->assertEquals('28.57%', $dateHistogramAggResult[2]['normalize_agg']['value_as_string']);
+    }
+
+    protected function _getIndexForTest(): Index
+    {
+        $index = $this->_createIndex();
+
+        $index->addDocuments([
+            new Document(1, ['date' => '2018-12-01T01:00:00', 'value' => 1]),
+            new Document(2, ['date' => '2018-12-01T10:00:00', 'value' => 2]),
+            new Document(3, ['date' => '2018-12-02T02:00:00', 'value' => 3]),
+            new Document(4, ['date' => '2018-12-02T15:00:00', 'value' => 4]),
+            new Document(5, ['date' => '2018-12-02T20:00:00', 'value' => 5]),
+            new Document(6, ['date' => '2018-12-03T03:00:00', 'value' => 6]),
+        ]);
+
+        $index->refresh();
+
+        return $index;
+    }
+}
diff --git a/tests/QueryBuilder/DSL/AggregationTest.php b/tests/QueryBuilder/DSL/AggregationTest.php
index 70fb8f0a55..f890970f41 100644
--- a/tests/QueryBuilder/DSL/AggregationTest.php
+++ b/tests/QueryBuilder/DSL/AggregationTest.php
@@ -49,6 +49,7 @@ public function testInterface(): void
         $this->_assertImplemented($aggregationDSL, 'min', Aggregation\Min::class, ['name']);
         $this->_assertImplemented($aggregationDSL, 'missing', Aggregation\Missing::class, ['name', 'field']);
         $this->_assertImplemented($aggregationDSL, 'nested', Aggregation\Nested::class, ['name', 'path']);
+        $this->_assertImplemented($aggregationDSL, 'normalize', Aggregation\NormalizeAggregation::class, ['name']);
         $this->_assertImplemented($aggregationDSL, 'percentiles', Aggregation\Percentiles::class, ['name']);
         $this->_assertImplemented($aggregationDSL, 'percentiles_bucket', Aggregation\PercentilesBucket::class, ['name']);
         $this->_assertImplemented($aggregationDSL, 'range', Aggregation\Range::class, ['name']);