diff --git a/.ci/env/editorconfig-checker.sh b/.ci/env/editorconfig-checker.sh
new file mode 100755
index 00000000000..4dee0d4a743
--- /dev/null
+++ b/.ci/env/editorconfig-checker.sh
@@ -0,0 +1,32 @@
+#!/bin/bash
+#===============================================================================
+# Copyright contributors to the oneDAL project
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#===============================================================================
+
+VERSION=v3.0.3
+NAME=ec-linux-amd64
+ASSET=$NAME.tar.gz
+
+# Download
+export SHA256="fc698b0bf5bca0d42e28dd59d72e25487a51f645ca242c5f74bae975369f16aa  $ASSET"
+wget https://github.com/editorconfig-checker/editorconfig-checker/releases/download/$VERSION/$ASSET
+echo "${SHA256}" | sha256sum --check
+
+# Install
+tar -xzf $ASSET
+mv bin/$NAME /usr/local/bin/editorconfig-checker
+
+# Clean up the downloaded archive
+rm $ASSET
diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index e8393098b3f..bf957f2918b 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -30,17 +30,22 @@ variables:
   SYSROOT_OS: 'jammy'
 
 jobs:
-- job: 'ClangFormat'
+- job: 'FormattersChecks'
   pool:
     vmImage: '$(VM_IMAGE)'
   steps:
     - script: |
         .ci/env/apt.sh clang-format
-      displayName: 'apt-get'
+        .ci/env/editorconfig-checker.sh
+      displayName: 'Install Dependencies'
     - script: |
         .ci/scripts/clang-format.sh
       displayName: 'clang-format check'
       failOnStderr: true
+    - script: |
+        editorconfig-checker
+      displayName: 'editorconfig-checker'
+      failOnStderr: true
 
 - job: 'LinuxMakeGNU_MKL'
   timeoutInMinutes: 0
diff --git a/.ecrc b/.ecrc
new file mode 100644
index 00000000000..ece51ea8557
--- /dev/null
+++ b/.ecrc
@@ -0,0 +1,17 @@
+{
+  "Verbose": false,
+  "Debug": false,
+  "IgnoreDefaults": false,
+  "SpacesAftertabs": false,
+  "NoColor": false,
+  "AllowedContentTypes": [],
+  "PassedFiles": [],
+  "Disable": {
+    "EndOfLine": false,
+    "Indentation": false,
+    "InsertFinalNewline": false,
+    "TrimTrailingWhitespace": false,
+    "IndentSize": true,
+    "MaxLineLength": false
+  }
+}
diff --git a/.editorconfig b/.editorconfig
new file mode 100644
index 00000000000..439e9a94e93
--- /dev/null
+++ b/.editorconfig
@@ -0,0 +1,7 @@
+root = true
+
+[*.{py,pl,pm,i,inc,c,cpp,h,hpp,s,f,f77,f90,fi,java}]
+indent_style = space
+trim_trailing_whitespace = true
+insert_final_newline = true
+# max_line_length = 150