diff --git a/src/deployment/jenkins/jenkins_pipeline.groovy b/src/deployment/jenkins/jenkins_pipeline.groovy
new file mode 100644
index 000000000..1cc3059e8
--- /dev/null
+++ b/src/deployment/jenkins/jenkins_pipeline.groovy
@@ -0,0 +1,72 @@
+node {
+  def workersIP = ['ip_1', 'ip_2']
+  def deploy_config = '''\
+<?xml version="1.0" encoding="utf-8" ?>
+<Computers>
+    <Computer>
+        <IP>ip1</IP>
+        <Login>user_login</Login>
+        <Password>user_password</Password>
+        <OS>Linux</OS>
+        <DownloadFolder>/home/user_login/dli-jenkins-worker</DownloadFolder>
+        <DatasetFolder>/mnt/datasets</DatasetFolder>
+        <ModelFolder>/mnt/models</ModelFolder>
+    </Computer>
+    <Computer>
+        <IP>ip2</IP>
+        <Login>user_login</Login>
+        <Password>user_password</Password>
+        <OS>Linux</OS>
+        <DownloadFolder>/home/user_login/dli-jenkins-worker</DownloadFolder>
+        <DatasetFolder>/mnt/datasets</DatasetFolder>
+        <ModelFolder>/mnt/models</ModelFolder>
+    </Computer>
+</Computers>'''
+
+  stage('Clone repository') {
+    git url: 'https://github.com/itlab-vision/dl-benchmark.git', branch: 'master'
+  }
+  stage('Build docker') {
+    sh 'docker build -t ubuntu_for_dli --build-arg DATASET_DOWNLOAD_LINK="https://<github_user>:<github_user_gpg>@github.com/<repo_with_your_bench_dataset>.git" docker/'
+    sh 'docker build -t openvino:2022.3 docker/OpenVINO_DLDT'
+    sh 'docker save openvino:2022.3 > openvino_2022.3.tar'
+  }
+  stage('Prepare workers') {
+    workersIP.each {
+      item -> 
+        def remote = [: ]
+      remote.name = '<user_login>'
+      remote.host = item
+      remote.user = '<user_login>'
+      remote.password = '<user_password>'
+      remote.allowAnyHosts = true
+      remote.pty = true
+      sshCommand remote: remote, command: "hostname -I"
+      sshCommand remote: remote, command: "mkdir -p /home/<user_login>/dli-jenkins-worker && cd /home/<user_login>/dli-jenkins-worker"
+      sshCommand remote: remote, command: 'cd /home/<user_login>/dli-jenkins-worker && git -C $"dl-benchmark" pull || git clone https://github.com/itlab-vision/dl-benchmark.git --depth 1 dl-benchmark'
+      sshCommand remote: remote, command: 'cd /home/<user_login>/dli-jenkins-worker && git -C $"open_model_zoo" pull || git clone https://github.com/openvinotoolkit/open_model_zoo.git --recursive --branch 2022.3.0 --single-branch --depth 1 open_model_zoo'
+      sshCommand remote: remote, command: "mkdir -p /home/<user_login>/dli-jenkins-worker/results"
+
+      //Mount shared folder with models and datasets
+      sshCommand remote: remote, command: 'mountpoint -q /mnt && echo "Directory already mounted" || sudo mount -t cifs -o username=<ftp_login>,password=<ftp_password> //<ip_linuxshare>/linuxshare /mnt', sudo: true, pty: true
+    }
+  }
+  stage('Deploy docker on workers') {
+    sh 'touch deploy_config.xml'
+    sh 'echo ${deploy_config} >> deploy_config.xml'
+    sh 'python3 src/deployment/deploy.py -s <share_ip> -l <share_login> -p <share_password> -i ./openvino_2022.3.tar -d /home/<ftp_login>/ftp -n OpenVINO_DLDT --machine_list ./deploy_config.xml --project_folder /home/<user_login>/dli-jenkins-worker/dl-benchmark'
+  }
+  stage('Remote start') {
+    def remote = [: ]
+    remote.name = 'ftp_login'
+    remote.host = 'ftp_ip'
+    remote.user = 'ftp_login'
+    remote.password = 'ftp_password'
+    remote.allowAnyHosts = true
+    remote.pty = true
+
+    sshCommand remote: remote, command: "python3 /home/<ftp_login>/ftp/dl-benchmark/src/remote_control/remote_start.py -c /home/<ftp_login>/ftp/jenkins_remote_configs/openvino_2022.3/config.xml -s <ftp_ip> -l <ftp_login> -p <ftp_pass> -acr accuracy_checker_results.csv -br benchmark_results.csv --ftp_dir /home/<ftp_login>/ftp/jenkins_results"
+    sshCommand remote: remote, command: "python3 /home/<ftp_login>/ftp/dl-benchmark/src/remote_control/remote_start.py -c /home/<ftp_login>/ftp/jenkins_remote_configs/openvino_2022.3/config.xml -s <ftp_ip> -l <ftp_login> -p <ftp_pass> -acr accuracy_checker_results.csv -br benchmark_results.csv --ftp_dir /home/<ftp_login>/ftp/jenkins_results"
+  }
+  stage('Convert results') {}
+}