diff --git a/jobs/tools/gitlab-jenkins-integration.yaml b/jobs/tools/gitlab-jenkins-integration.yaml
new file mode 100644
index 0000000..8ba0af6
--- /dev/null
+++ b/jobs/tools/gitlab-jenkins-integration.yaml
@@ -0,0 +1,96 @@
+- job:
+    name: jenkins-tools/gitlab-jenkins-integration
+    project-type: pipeline
+    description: Setup Jenkins integration for a GitLab repository
+    node: built-in
+    parameters:
+      - credentials:
+          name: gitlab_token
+          type: secrettext
+          default: jenkins-gitlab-token
+          description: GitLab token used by Jenkins to query GitLab API
+      - credentials:
+          name: jenkins_token
+          type: secrettext
+          default: gitlab-jenkins-token
+          description: Jenkins token used by GitLab to trigger jobs
+      - string:
+          name: gitlab_url
+          description: URL of GitLab instance
+          default: https://gitlab-staging.swh.network
+      - string:
+          name: gitlab_project
+          description: Name of the project in the GitLab instance to trigger builds on Jenkins
+      - string:
+          name: jenkins_job_name
+          description: Name of the Jenkins job to be triggered by GitLab
+      - string:
+          name: jenkins_url
+          description: URL of Jenkins instance
+          default: https://jenkins.softwareheritage.org
+      - bool:
+          name: push_events
+          description: Wether to trigger builds when pushing commits
+          default: true
+      - bool:
+          name: merge_request_events
+          description: Wether to trigger builds on merge requests
+          default: true
+      - bool:
+          name: tag_push_events
+          description: Wether to trigger builds when pushing tags
+          default: false
+
+    dsl: |
+      pipeline {
+        agent any
+
+        environment {
+          GITLAB_TOKEN = credentials("${gitlab_token}")
+          JENKINS_TOKEN = credentials("${jenkins_token}")
+        }
+
+        stages {
+          stage('Setup gitlab integration') {
+            steps {
+              script {
+                def gitlabProjectEncoded = java.net.URLEncoder.encode("${gitlab_project}", "UTF-8")
+                def webhookUrl = "${jenkins_url}/project/${jenkins_job_name}"
+
+                def payload = """
+                {
+                  "id": "${gitlabProjectEncoded}",
+                  "url": "${webhookUrl}",
+                  "push_events": "${push_events}",
+                  "merge_requests_events": "${merge_request_events}",
+                  "tag_push_events": "${tag_push_events}",
+                  "token": "$JENKINS_TOKEN"
+                }
+                """
+
+                def url = "${gitlab_url}/api/v4/projects/${gitlabProjectEncoded}/hooks"
+
+                // get current webhooks of the gitlab project
+                def response = httpRequest acceptType: 'APPLICATION_JSON', contentType: 'APPLICATION_JSON',
+                     httpMode: 'GET', url: url,
+                     customHeaders: [[name: 'Authorization', value: "Bearer $GITLAB_TOKEN"]]
+
+                def hooks = readJSON text: response.content
+                for (hook in hooks) {
+                  if (hook.url == webhookUrl) {
+                    // remove previously set webhook for jenkins job
+                    httpRequest acceptType: 'APPLICATION_JSON', contentType: 'APPLICATION_JSON',
+                      httpMode: 'DELETE', url: "${url}/${hook.id}",
+                      customHeaders: [[name: 'Authorization', value: "Bearer $GITLAB_TOKEN"]]
+                  }
+                }
+
+                // add webhook for jenkins job
+                httpRequest acceptType: 'APPLICATION_JSON', contentType: 'APPLICATION_JSON',
+                  httpMode: 'POST', url: url, requestBody: payload,
+                  customHeaders: [[name: 'Authorization', value: "Bearer $GITLAB_TOKEN"]]
+              }
+            }
+          }
+        }
+      }