diff --git a/app/code/Magento/Catalog/Api/CategoryListDeleteBySkuInterface.php b/app/code/Magento/Catalog/Api/CategoryListDeleteBySkuInterface.php
new file mode 100644
index 0000000000000..62eba5987c35d
--- /dev/null
+++ b/app/code/Magento/Catalog/Api/CategoryListDeleteBySkuInterface.php
@@ -0,0 +1,27 @@
+<?php
+/**
+ * Copyright © Magento, Inc. All rights reserved.
+ * See COPYING.txt for license details.
+ */
+
+namespace Magento\Catalog\Api;
+
+/**
+ * @api
+ * @since 100.0.2
+ */
+interface CategoryListDeleteBySkuInterface
+{
+    /**
+     * Delete by skus list
+     *
+     * @param int      $categoryId
+     * @param string[] $productSkuList
+     * @return bool
+     *
+     * @throws \Magento\Framework\Exception\CouldNotSaveException
+     * @throws \Magento\Framework\Exception\NoSuchEntityException
+     * @throws \Magento\Framework\Exception\InputException
+     */
+    public function deleteBySkus(int $categoryId, array $productSkuList): bool;
+}
diff --git a/app/code/Magento/Catalog/Model/CategoryLinkRepository.php b/app/code/Magento/Catalog/Model/CategoryLinkRepository.php
index fb0ea680569a8..f8de9a37f4ed7 100644
--- a/app/code/Magento/Catalog/Model/CategoryLinkRepository.php
+++ b/app/code/Magento/Catalog/Model/CategoryLinkRepository.php
@@ -6,10 +6,19 @@
 
 namespace Magento\Catalog\Model;
 
-use Magento\Framework\Exception\InputException;
+use Magento\Catalog\Api\CategoryLinkRepositoryInterface;
+use Magento\Catalog\Api\CategoryListDeleteBySkuInterface;
+use Magento\Catalog\Api\CategoryRepositoryInterface;
+use Magento\Catalog\Api\ProductRepositoryInterface;
+use Magento\Catalog\Model\ResourceModel\Product;
+use Magento\Framework\App\ObjectManager;
 use Magento\Framework\Exception\CouldNotSaveException;
+use Magento\Framework\Exception\InputException;
 
-class CategoryLinkRepository implements \Magento\Catalog\Api\CategoryLinkRepositoryInterface
+/**
+ * @inheritdoc
+ */
+class CategoryLinkRepository implements CategoryLinkRepositoryInterface, CategoryListDeleteBySkuInterface
 {
     /**
      * @var CategoryRepository
@@ -17,24 +26,32 @@ class CategoryLinkRepository implements \Magento\Catalog\Api\CategoryLinkReposit
     protected $categoryRepository;
 
     /**
-     * @var \Magento\Catalog\Api\ProductRepositoryInterface
+     * @var ProductRepositoryInterface
      */
     protected $productRepository;
 
     /**
-     * @param \Magento\Catalog\Api\CategoryRepositoryInterface $categoryRepository
-     * @param \Magento\Catalog\Api\ProductRepositoryInterface $productRepository
+     * @var Product
+     */
+    private $productResource;
+
+    /**
+     * @param CategoryRepositoryInterface $categoryRepository
+     * @param ProductRepositoryInterface $productRepository
+     * @param Product $productResource
      */
     public function __construct(
-        \Magento\Catalog\Api\CategoryRepositoryInterface $categoryRepository,
-        \Magento\Catalog\Api\ProductRepositoryInterface $productRepository
+        CategoryRepositoryInterface $categoryRepository,
+        ProductRepositoryInterface $productRepository,
+        Product $productResource = null
     ) {
         $this->categoryRepository = $categoryRepository;
         $this->productRepository = $productRepository;
+        $this->productResource = $productResource ?? ObjectManager::getInstance()->get(Product::class);
     }
 
     /**
-     * {@inheritdoc}
+     * @inheritdoc
      */
     public function save(\Magento\Catalog\Api\Data\CategoryProductLinkInterface $productLink)
     {
@@ -60,7 +77,7 @@ public function save(\Magento\Catalog\Api\Data\CategoryProductLinkInterface $pro
     }
 
     /**
-     * {@inheritdoc}
+     * @inheritdoc
      */
     public function delete(\Magento\Catalog\Api\Data\CategoryProductLinkInterface $productLink)
     {
@@ -68,7 +85,7 @@ public function delete(\Magento\Catalog\Api\Data\CategoryProductLinkInterface $p
     }
 
     /**
-     * {@inheritdoc}
+     * @inheritdoc
      */
     public function deleteByIds($categoryId, $sku)
     {
@@ -101,4 +118,44 @@ public function deleteByIds($categoryId, $sku)
         }
         return true;
     }
+
+    /**
+     * @inheritdoc
+     */
+    public function deleteBySkus(int $categoryId, array $productSkuList): bool
+    {
+        $category = $this->categoryRepository->get($categoryId);
+        $products = $this->productResource->getProductsIdsBySkus($productSkuList);
+
+        if (!$products) {
+            throw new InputException(__("The category doesn't contain the specified products."));
+        }
+
+        $productPositions = $category->getProductsPosition();
+
+        foreach ($products as $productId) {
+            if (isset($productPositions[$productId])) {
+                unset($productPositions[$productId]);
+            }
+        }
+
+        $category->setPostedProducts($productPositions);
+
+        try {
+            $category->save();
+        } catch (\Exception $e) {
+            throw new CouldNotSaveException(
+                __(
+                    'Could not save products "%products" to category %category',
+                    [
+                        "products" => implode(',', $productSkuList),
+                        "category" => $category->getId()
+                    ]
+                ),
+                $e
+            );
+        }
+
+        return true;
+    }
 }
diff --git a/app/code/Magento/Catalog/Test/Unit/Model/CategoryLinkRepositoryTest.php b/app/code/Magento/Catalog/Test/Unit/Model/CategoryLinkRepositoryTest.php
index b42262f1f0384..909b952078b58 100644
--- a/app/code/Magento/Catalog/Test/Unit/Model/CategoryLinkRepositoryTest.php
+++ b/app/code/Magento/Catalog/Test/Unit/Model/CategoryLinkRepositoryTest.php
@@ -6,40 +6,74 @@
 
 namespace Magento\Catalog\Test\Unit\Model;
 
+use Magento\Catalog\Api\CategoryRepositoryInterface;
+use Magento\Catalog\Api\Data\CategoryProductLinkInterface;
+use Magento\Catalog\Api\ProductRepositoryInterface;
+use Magento\Catalog\Model\Category;
+use Magento\Catalog\Model\CategoryLinkRepository;
+use Magento\Catalog\Model\Product as ProductModel;
+use Magento\Catalog\Model\ResourceModel\Product;
+use Magento\Framework\Exception\CouldNotSaveException;
+use Magento\Framework\Exception\InputException;
+use PHPUnit_Framework_MockObject_MockObject as MockObject;
+
+/**
+ * Test for \Magento\Catalog\Model\CategoryLinkRepository
+ * @SuppressWarnings(PHPMD.TooManyFields)
+ * @SuppressWarnings(PHPMD.CouplingBetweenObjects)
+ */
 class CategoryLinkRepositoryTest extends \PHPUnit\Framework\TestCase
 {
     /**
-     * @var \Magento\Catalog\Model\CategoryLinkRepository
+     * @var CategoryLinkRepository
      */
-    protected $model;
+    private $model;
 
     /**
-     * @var \PHPUnit_Framework_MockObject_MockObject
+     * @var CategoryRepositoryInterface|MockObject
      */
-    protected $categoryRepositoryMock;
+    private $categoryRepositoryMock;
 
     /**
-     * @var \PHPUnit_Framework_MockObject_MockObject
+     * @var ProductRepositoryInterface|MockObject
      */
-    protected $productRepositoryMock;
+    private $productRepositoryMock;
 
     /**
-     * @var \PHPUnit_Framework_MockObject_MockObject
+     * @var CategoryProductLinkInterface|MockObject
      */
-    protected $productLinkMock;
+    private $productLinkMock;
 
+    /**
+     * @var Product|MockObject
+     */
+    private $productResourceMock;
+
+    /**
+     * Initialize required data
+     */
     protected function setUp()
     {
-        $this->categoryRepositoryMock = $this->createMock(\Magento\Catalog\Api\CategoryRepositoryInterface::class);
-        $this->productRepositoryMock = $this->createMock(\Magento\Catalog\Api\ProductRepositoryInterface::class);
-        $this->productLinkMock = $this->createMock(\Magento\Catalog\Api\Data\CategoryProductLinkInterface::class);
-        $this->model = new \Magento\Catalog\Model\CategoryLinkRepository(
+        $this->productResourceMock = $this->getMockBuilder(Product::class)
+            ->disableOriginalConstructor()
+            ->setMethods(['getProductsIdsBySkus'])
+            ->getMock();
+        $this->categoryRepositoryMock = $this->createMock(CategoryRepositoryInterface::class);
+        $this->productRepositoryMock = $this->createMock(ProductRepositoryInterface::class);
+        $this->productLinkMock = $this->createMock(CategoryProductLinkInterface::class);
+        $this->model = new CategoryLinkRepository(
             $this->categoryRepositoryMock,
-            $this->productRepositoryMock
+            $this->productRepositoryMock,
+            $this->productResourceMock
         );
     }
 
-    public function testSave()
+    /**
+     * Assign a product to the category
+     *
+     * @return void
+     */
+    public function testSave(): void
     {
         $categoryId = 42;
         $productId = 55;
@@ -47,10 +81,10 @@ public function testSave()
         $sku = 'testSku';
         $productPositions = [$productId => $productPosition];
         $categoryMock = $this->createPartialMock(
-            \Magento\Catalog\Model\Category::class,
+            Category::class,
             ['getPostedProducts', 'getProductsPosition', 'setPostedProducts', 'save']
         );
-        $productMock = $this->createMock(\Magento\Catalog\Model\Product::class);
+        $productMock = $this->createMock(ProductModel::class);
         $this->productLinkMock->expects($this->once())->method('getCategoryId')->willReturn($categoryId);
         $this->productLinkMock->expects($this->once())->method('getSku')->willReturn($sku);
         $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
@@ -61,14 +95,16 @@ public function testSave()
         $this->productLinkMock->expects($this->once())->method('getPosition')->willReturn($productPosition);
         $categoryMock->expects($this->once())->method('setPostedProducts')->with($productPositions);
         $categoryMock->expects($this->once())->method('save');
+
         $this->assertTrue($this->model->save($this->productLinkMock));
     }
 
     /**
-     * @expectedException \Magento\Framework\Exception\CouldNotSaveException
-     * @expectedExceptionMessage Could not save product "55" with position 1 to category 42
+     * Assign a product to the category with `CouldNotSaveException`
+     *
+     * @return void
      */
-    public function testSaveWithCouldNotSaveException()
+    public function testSaveWithCouldNotSaveException(): void
     {
         $categoryId = 42;
         $productId = 55;
@@ -76,10 +112,10 @@ public function testSaveWithCouldNotSaveException()
         $sku = 'testSku';
         $productPositions = [$productId => $productPosition];
         $categoryMock = $this->createPartialMock(
-            \Magento\Catalog\Model\Category::class,
+            Category::class,
             ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
         );
-        $productMock = $this->createMock(\Magento\Catalog\Model\Product::class);
+        $productMock = $this->createMock(ProductModel::class);
         $this->productLinkMock->expects($this->once())->method('getCategoryId')->willReturn($categoryId);
         $this->productLinkMock->expects($this->once())->method('getSku')->willReturn($sku);
         $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
@@ -91,20 +127,28 @@ public function testSaveWithCouldNotSaveException()
         $categoryMock->expects($this->once())->method('setPostedProducts')->with($productPositions);
         $categoryMock->expects($this->once())->method('getId')->willReturn($categoryId);
         $categoryMock->expects($this->once())->method('save')->willThrowException(new \Exception());
+
+        $this->expectExceptionMessage('Could not save product "55" with position 1 to category 42');
+        $this->expectException(CouldNotSaveException::class);
         $this->model->save($this->productLinkMock);
     }
 
-    public function testDeleteByIds()
+    /**
+     * Remove the product assignment from the category
+     *
+     * @return void
+     */
+    public function testDeleteByIds(): void
     {
-        $categoryId = "42";
-        $productSku = "testSku";
+        $categoryId = 42;
+        $productSku = 'testSku';
         $productId = 55;
         $productPositions = [55 => 1];
         $categoryMock = $this->createPartialMock(
-            \Magento\Catalog\Model\Category::class,
+            Category::class,
             ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
         );
-        $productMock = $this->createMock(\Magento\Catalog\Model\Product::class);
+        $productMock = $this->createMock(ProductModel::class);
         $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
             ->willReturn($categoryMock);
         $this->productRepositoryMock->expects($this->once())->method('get')->with($productSku)
@@ -113,24 +157,26 @@ public function testDeleteByIds()
         $productMock->expects($this->once())->method('getId')->willReturn($productId);
         $categoryMock->expects($this->once())->method('setPostedProducts')->with([]);
         $categoryMock->expects($this->once())->method('save');
+
         $this->assertTrue($this->model->deleteByIds($categoryId, $productSku));
     }
 
     /**
-     * @expectedException \Magento\Framework\Exception\CouldNotSaveException
-     * @expectedExceptionMessage Could not save product "55" with position 1 to category 42
+     * Delete the product assignment from the category with `CouldNotSaveException`
+     *
+     * @return void
      */
-    public function testDeleteByIdsWithCouldNotSaveException()
+    public function testDeleteByIdsWithCouldNotSaveException(): void
     {
-        $categoryId = "42";
-        $productSku = "testSku";
+        $categoryId = 42;
+        $productSku = 'testSku';
         $productId = 55;
         $productPositions = [55 => 1];
         $categoryMock = $this->createPartialMock(
-            \Magento\Catalog\Model\Category::class,
+            Category::class,
             ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
         );
-        $productMock = $this->createMock(\Magento\Catalog\Model\Product::class);
+        $productMock = $this->createMock(ProductModel::class);
         $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
             ->willReturn($categoryMock);
         $this->productRepositoryMock->expects($this->once())->method('get')->with($productSku)
@@ -140,50 +186,61 @@ public function testDeleteByIdsWithCouldNotSaveException()
         $categoryMock->expects($this->once())->method('setPostedProducts')->with([]);
         $categoryMock->expects($this->once())->method('getId')->willReturn($categoryId);
         $categoryMock->expects($this->once())->method('save')->willThrowException(new \Exception());
+
+        $this->expectExceptionMessage('Could not save product "55" with position 1 to category 42');
+        $this->expectException(CouldNotSaveException::class);
         $this->model->deleteByIds($categoryId, $productSku);
     }
 
     /**
-     * @expectedException \Magento\Framework\Exception\InputException
-     * @expectedExceptionMessage The category doesn't contain the specified product.
+     * Delete the product assignment from the category with `InputException`
+     *
+     * @return void
      */
-    public function testDeleteWithInputException()
+    public function testDeleteWithInputException(): void
     {
-        $categoryId = "42";
-        $productSku = "testSku";
+        $categoryId = 42;
+        $productSku = 'testSku';
         $productId = 60;
         $productPositions = [55 => 1];
         $this->productLinkMock->expects($this->once())->method('getCategoryId')->willReturn($categoryId);
         $this->productLinkMock->expects($this->once())->method('getSku')->willReturn($productSku);
         $categoryMock = $this->createPartialMock(
-            \Magento\Catalog\Model\Category::class,
+            Category::class,
             ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
         );
-        $productMock = $this->createMock(\Magento\Catalog\Model\Product::class);
+        $productMock = $this->createMock(ProductModel::class);
         $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
             ->willReturn($categoryMock);
         $this->productRepositoryMock->expects($this->once())->method('get')->with($productSku)
             ->willReturn($productMock);
         $categoryMock->expects($this->once())->method('getProductsPosition')->willReturn($productPositions);
         $productMock->expects($this->once())->method('getId')->willReturn($productId);
-
         $categoryMock->expects($this->never())->method('save');
+
+        $this->expectExceptionMessage('The category doesn\'t contain the specified product.');
+        $this->expectException(InputException::class);
         $this->assertTrue($this->model->delete($this->productLinkMock));
     }
 
-    public function testDelete()
+    /**
+     * Delete the product assignment from the category
+     *
+     * @return void
+     */
+    public function testDelete(): void
     {
-        $categoryId = "42";
-        $productSku = "testSku";
+        $categoryId = 42;
+        $productSku = 'testSku';
         $productId = 55;
         $productPositions = [55 => 1];
         $this->productLinkMock->expects($this->once())->method('getCategoryId')->willReturn($categoryId);
         $this->productLinkMock->expects($this->once())->method('getSku')->willReturn($productSku);
         $categoryMock = $this->createPartialMock(
-            \Magento\Catalog\Model\Category::class,
+            Category::class,
             ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
         );
-        $productMock = $this->createMock(\Magento\Catalog\Model\Product::class);
+        $productMock = $this->createMock(ProductModel::class);
         $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
             ->willReturn($categoryMock);
         $this->productRepositoryMock->expects($this->once())->method('get')->with($productSku)
@@ -192,6 +249,82 @@ public function testDelete()
         $productMock->expects($this->once())->method('getId')->willReturn($productId);
         $categoryMock->expects($this->once())->method('setPostedProducts')->with([]);
         $categoryMock->expects($this->once())->method('save');
+
         $this->assertTrue($this->model->delete($this->productLinkMock));
     }
+
+    /**
+     * Delete by products skus
+     *
+     * @return void
+     */
+    public function testDeleteBySkus(): void
+    {
+        $categoryId = 42;
+        $productSkus = ['testSku', 'testSku1', 'testSku2', 'testSku3'];
+        $productPositions = [55 => 1, 56 => 2, 57 => 3, 58 => 4];
+        $categoryMock = $this->createPartialMock(
+            Category::class,
+            ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
+        );
+        $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
+            ->willReturn($categoryMock);
+        $this->productResourceMock->expects($this->once())->method('getProductsIdsBySkus')
+            ->willReturn(['testSku' => 55, 'testSku1' => 56, 'testSku2' => 57, 'testSku3' => 58]);
+        $categoryMock->expects($this->once())->method('getProductsPosition')->willReturn($productPositions);
+        $categoryMock->expects($this->once())->method('setPostedProducts')->with([]);
+        $categoryMock->expects($this->once())->method('save');
+
+        $this->assertTrue($this->model->deleteBySkus($categoryId, $productSkus));
+    }
+
+    /**
+     * Delete by products skus with `InputException`
+     *
+     * @return void
+     */
+    public function testDeleteBySkusWithInputException(): void
+    {
+        $categoryId = 42;
+        $productSku = 'testSku';
+        $categoryMock = $this->createPartialMock(
+            Category::class,
+            ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
+        );
+        $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
+            ->willReturn($categoryMock);
+
+        $this->expectExceptionMessage('The category doesn\'t contain the specified products.');
+        $this->expectException(InputException::class);
+        $this->model->deleteBySkus($categoryId, [$productSku]);
+    }
+
+    /**
+     * Delete by products skus with `CouldNotSaveException`
+     *
+     * @return void
+     */
+    public function testDeleteSkusIdsWithCouldNotSaveException(): void
+    {
+        $categoryId = 42;
+        $productSku = 'testSku';
+        $productId = 55;
+        $productPositions = [55 => 1];
+        $categoryMock = $this->createPartialMock(
+            Category::class,
+            ['getProductsPosition', 'setPostedProducts', 'save', 'getId']
+        );
+        $this->categoryRepositoryMock->expects($this->once())->method('get')->with($categoryId)
+            ->willReturn($categoryMock);
+        $this->productResourceMock->expects($this->once())->method('getProductsIdsBySkus')
+            ->willReturn(['testSku' => $productId]);
+        $categoryMock->expects($this->once())->method('getProductsPosition')->willReturn($productPositions);
+        $categoryMock->expects($this->once())->method('setPostedProducts')->with([]);
+        $categoryMock->expects($this->once())->method('getId')->willReturn($categoryId);
+        $categoryMock->expects($this->once())->method('save')->willThrowException(new \Exception());
+
+        $this->expectExceptionMessage('Could not save products "testSku" to category 42');
+        $this->expectException(CouldNotSaveException::class);
+        $this->assertTrue($this->model->deleteBySkus($categoryId, [$productSku]));
+    }
 }
diff --git a/app/code/Magento/Catalog/etc/di.xml b/app/code/Magento/Catalog/etc/di.xml
index eda6dbd2d9d6f..223d690d28327 100644
--- a/app/code/Magento/Catalog/etc/di.xml
+++ b/app/code/Magento/Catalog/etc/di.xml
@@ -74,6 +74,7 @@
     <preference for="Magento\Catalog\Model\Product\Configuration\Item\ItemResolverInterface" type="Magento\Catalog\Model\Product\Configuration\Item\ItemResolverComposite" />
     <preference for="Magento\Catalog\Api\Data\MassActionInterface" type="\Magento\Catalog\Model\MassAction" />
     <preference for="Magento\Catalog\Model\ProductLink\Data\ListCriteriaInterface" type="Magento\Catalog\Model\ProductLink\Data\ListCriteria" />
+    <preference for="Magento\Catalog\Api\CategoryListDeleteBySkuInterface" type="Magento\Catalog\Model\CategoryLinkRepository"/>
     <type name="Magento\Customer\Model\ResourceModel\Visitor">
         <plugin name="catalogLog" type="Magento\Catalog\Model\Plugin\Log" />
     </type>